UCSF School of Pharmacy on LinkedIn: #ucsf #pharmacyschool #futurepharmacists #healthcareeducation

<!DOCTYPE html> <html lang="en"> <head> <meta name="pageKey" content="d_public_post">  <meta name="locale" content="en_US"> <meta id="config" data-app-version="1.2.803" data-call-tree-id="AAYn237JbzPFeBV+UDhjOA==" data-multiproduct-name="feedcontent-guest-frontend" data-service-name="feedcontent-guest-frontend" data-browser-id="b86c6e0c-eb47-4cfe-8d5d-6bed1593ae61" data-enable-page-view-heartbeat-tracking data-page-instance="urn:li:page:d_public_post;hZlWT8BAQEq5kpaUId7JNw==" data-disable-jsbeacon-pagekey-suffix="false" data-member-id="0" data-should-use-full-url-in-pve-path="true" data-dna-member-lix-treatment="control" data-human-member-lix-treatment="control" data-dfp-member-lix-treatment="control" data-sync-apfc-headers-lix-treatment="control" data-sync-apfc-cb-lix-treatment="control"> <link rel="canonical" href="https://www.linkedin.com/posts/ucsf-school-of-pharmacy_ucsf-pharmacyschool-futurepharmacists-activity-7262585070098497536-kU_v">    <meta property="al:android:url" content="https://www.linkedin.com/posts/ucsf-school-of-pharmacy_ucsf-pharmacyschool-futurepharmacists-activity-7262585070098497536-kU_v"> <meta property="al:android:package" content="com.linkedin.android"> <meta property="al:android:app_name" content="LinkedIn"> <meta property="al:ios:url" content="https://www.linkedin.com/posts/ucsf-school-of-pharmacy_ucsf-pharmacyschool-futurepharmacists-activity-7262585070098497536-kU_v"> <meta property="al:ios:app_store_id" content="288429040"> <meta property="al:ios:app_name" content="LinkedIn"> <link rel="manifest" href="/homepage-guest/manifest.json" crossorigin="use-credentials"> <link rel="icon" href="https://static.licdn.com/aero-v1/sc/h/al2o9zrvru7aqj8e1x2rzsrca"> <script> function getDfd() {let yFn,nFn;const p=new Promise(function(y, n){yFn=y;nFn=n;});p.resolve=yFn;p.reject=nFn;return p;} window.lazyloader = getDfd(); window.tracking = getDfd(); window.impressionTracking = getDfd(); window.ingraphTracking = getDfd(); window.appDetection = getDfd(); window.pemTracking = getDfd(); </script>  <meta name="description" content="💻 Considering a career in AI and computational drug discovery? 💊 Join us on: Fri Nov. 15, 1:30-3:30 p.m. PT (Register here:…"> <meta name="twitter:description" content="💻 Considering a career in AI and computational drug discovery? 💊 Join us on: Fri Nov. 15, 1:30-3:30 p.m. PT (Register here:…"> <meta property="og:description" content="💻 Considering a career in AI and computational drug discovery? 💊 Join us on: Fri Nov. 15, 1:30-3:30 p.m. PT (Register here:…"> <meta property="og:title" content="UCSF School of Pharmacy on LinkedIn: #ucsf #pharmacyschool #futurepharmacists #healthcareeducation"> <meta name="twitter:title" content="UCSF School of Pharmacy on LinkedIn: #ucsf #pharmacyschool #futurepharmacists #healthcareeducation"> <title>UCSF School of Pharmacy on LinkedIn: #ucsf #pharmacyschool #futurepharmacists #healthcareeducation</title> <meta name="twitter:card" content="summary_large_image"> <meta name="robots" content="noarchive, max-image-preview:large"> <meta property="lnkd:url" content="https://www.linkedin.com/feed/update/urn:li:activity:7262585070098497536"> <meta property="og:type" content="article"> <meta property="og:url" content="https://www.linkedin.com/posts/ucsf-school-of-pharmacy_ucsf-pharmacyschool-futurepharmacists-activity-7262585070098497536-kU_v"> <meta property="og:image" content="https://media.licdn.com/dms/image/v2/D5622AQGHN5rRy467PQ/feedshare-shrink_800/feedshare-shrink_800/0/1731535211821?e=2147483647&v=beta&t=IG6mray9-kJt48rydbNdXTCBzOsI5cDmS7kkZn_-BwU"> <meta name="twitter:image" content="https://media.licdn.com/dms/image/v2/D5622AQGHN5rRy467PQ/feedshare-shrink_800/feedshare-shrink_800/0/1731535211821?e=2147483647&v=beta&t=IG6mray9-kJt48rydbNdXTCBzOsI5cDmS7kkZn_-BwU"> <meta name="twitter:site" content="@linkedin"> <meta property="twitter:url" content="https://www.linkedin.com/posts/ucsf-school-of-pharmacy_ucsf-pharmacyschool-futurepharmacists-activity-7262585070098497536-kU_v"> <meta name="clientSideIngraphs" content="1" data-gauge-metric-endpoint="/feedcontent-guest/api/ingraphs/gauge" data-counter-metric-endpoint="/feedcontent-guest/api/ingraphs/counter"> <link rel="stylesheet" href="https://static.licdn.com/aero-v1/sc/h/1hrv66730ff3p711k86f1bnlj"> <script type="application/ld+json"> {"@context":"http://schema.org","@type":"SocialMediaPosting","@id":"https://www.linkedin.com/posts/ucsf-school-of-pharmacy_ucsf-pharmacyschool-futurepharmacists-activity-7262585070098497536-kU_v","datePublished":"2024-11-13T22:00:12.983Z","image":{"url":"https://media.licdn.com/dms/image/v2/D5622AQGHN5rRy467PQ/feedshare-shrink_800/feedshare-shrink_800/0/1731535211821?e=2147483647&v=beta&t=IG6mray9-kJt48rydbNdXTCBzOsI5cDmS7kkZn_-BwU","@type":"ImageObject"},"articleBody":"💻 Considering a career in AI and computational drug discovery? 💊\n\nJoin us on: \nFri Nov. 15, 1:30-3:30 p.m. PT\n(Register here: https://lnkd.in/gKJAJfVV\nOR\nFri, Nov. 22nd, 1:30 p.m. to 2:30 p.m. PT\n(Register here: https://lnkd.in/gbyAvWFS)\n\nfor virtual info sessions to learn more about our Master of Science in Artificial Intelligence and Computational Drug Discovery and Development (MS in AICD3) — the first program of its kind nationwide! Learn more at: https://lnkd.in/g-CXpxqc\n\nThis is a great opportunity to explore our innovative curriculum and get your admissions questions answered by experts. \n\nThe MS in AICD3 program trains students to apply computer science, data science, statistical analysis, machine learning and other data-driven methods to advance the discovery and development of new drugs and therapies. \n\n📅 Register now to learn more about how UCSF can help shape your future in pharmacy. We’re excited to meet you and assist your journey to becoming a part of the next generation of health care leaders. #UCSF #PharmacySchool #FuturePharmacists #HealthcareEducation","sharedContent":{"@type":"WebPage"},"author":{"name":"UCSF School of Pharmacy","image":{"url":"https://media.licdn.com/dms/image/v2/C4D0BAQF-V5H3kTL91w/company-logo_100_100/company-logo_100_100/0/1631348845026?e=2147483647&v=beta&t=BFz7dZWo7OXH2bq6vfo08GzeTK9fVUKhQH4qTw4BI3M","@type":"ImageObject"},"url":"https://www.linkedin.com/showcase/ucsf-school-of-pharmacy/","@type":"Organization","interactionStatistic":{"@type":"InteractionCounter","interactionType":"http://schema.org/FollowAction","userInteractionCount":0}},"hasPart":{"@type":"WebPageElement","isAccessibleForFree":false,"cssSelector":".details"}} </script>  </head> <body dir="ltr">  <form class="google-auth" action="https://www.linkedin.com/uas/login-submit" method="post"> <input name="loginCsrfParam" value="b86c6e0c-eb47-4cfe-8d5d-6bed1593ae61" type="hidden">  <input name="trk" value="public_post_google-one-tap-submit" type="hidden"> <code id="termsAndConditionsRendered" style="display: none"></code> <div class="google-one-tap__module hidden fixed flex flex-col items-center top-[20px] right-[20px] z-[9999]"> <div class="relative top-2 bg-color-background-container-tint pl-2 pr-1 pt-2 pb-3 w-[375px] rounded-md shadow-2xl"> <p class="text-md font-bold text-color-text"> Agree & Join LinkedIn </p> <p class="linkedin-tc__text text-color-text-low-emphasis text-xs pb-2 !text-sm !text-color-text" data-impression-id="public_post_one-tap-skip-tc-text"> By clicking Continue to join or sign in, you agree to LinkedIn’s <a href="/legal/user-agreement?trk=linkedin-tc_auth-button_user-agreement" target="_blank" data-tracking-control-name="linkedin-tc_auth-button_user-agreement" data-tracking-will-navigate="true">User Agreement</a>, <a href="/legal/privacy-policy?trk=linkedin-tc_auth-button_privacy-policy" target="_blank" data-tracking-control-name="linkedin-tc_auth-button_privacy-policy" data-tracking-will-navigate="true">Privacy Policy</a>, and <a href="/legal/cookie-policy?trk=linkedin-tc_auth-button_cookie-policy" target="_blank" data-tracking-control-name="linkedin-tc_auth-button_cookie-policy" data-tracking-will-navigate="true">Cookie Policy</a>. </p> </div> <div data-tracking-control-name="public_post_google-one-tap" id="google-one-tap__container"></div> </div> <div class="loader loader--full-screen"> <div class="loader__container mb-2 overflow-hidden"> <icon class="loader__icon inline-block loader__icon--default text-color-progress-loading" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/ddi43qwelxeqjxdd45pe3fvs1" data-svg-class-name="loader__icon-svg--large fill-currentColor h-[60px] min-h-[60px] w-[60px] min-w-[60px]"></icon> </div> </div> </form> <script data-delayed-url="https://static.licdn.com/aero-v1/sc/h/29rdkxlvag0d3cpj96fiilbju" data-module-id="google-gsi-lib"></script> <code id="isLinkedInAppWebView" style="display: none"></code> <code id="shouldRemoveUndefinedValues" style="display: none"></code> <code id="isItpSupportEnabled" style="display: none"></code> <code id="isFedCMEnabled" style="display: none"></code>  <a href="#main-content" class="skip-link btn-md btn-primary absolute z-11 -top-[100vh] focus:top-0"> Skip to main content </a> <header class="header base-detail-page__header px-mobile-container-padding bg-color-background-container global-alert-offset"> <nav class="nav pt-1.5 pb-2 flex items-center justify-between relative flex-nowrap babymamabear:py-1.5 babybear:flex-wrap " aria-label="Primary"> <a href="/?trk=public_post_nav-header-logo" class="nav__logo-link link-no-visited-state z-1 mr-auto min-h-[52px] flex items-center babybear:z-0 hover:no-underline focus:no-underline active:no-underline " data-tracking-control-name="public_post_nav-header-logo" data-tracking-will-navigate> <span class="sr-only">LinkedIn</span>  <icon class="block text-color-brand w-[102px] h-[26px] " data-test-id="nav-logo" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/8fkga714vy9b2wk5auqo5reeb"></icon> </a>  <ul class="top-nav-menu flex items-center babybear:w-full babybear:justify-between babybear:pt-1 justify-start w-max pt-0 overflow-x-auto nav__menu babybear:order-last order-3 ml-auto"> <li class> <a href="https://www.linkedin.com/pulse/topics/home/?trk=public_post_guest_nav_menu_articles" data-tracking-control-name="public_post_guest_nav_menu_articles" data-tracking-will-navigate class="top-nav-link flex justify-center items-center min-h-[52px] hover:text-color-text visited:hover:text-color-text hover:no-underline w-8 flex-col mx-1 babybear:mx-0 text-color-text-secondary visited:text-color-text-secondary"> <icon class="top-nav-link__icon flex h-3 w-3 flex-shrink-0 justify-center " data-delayed-url="https://static.licdn.com/aero-v1/sc/h/6ulnj3n2ijcmhej768y6oj1hr"> </icon> <span class="top-nav-link__label-text font-sans text-xs leading-regular text-center font-regular"> Articles </span> </a> </li> <li class> <a href="https://www.linkedin.com/pub/dir/+/+?trk=public_post_guest_nav_menu_people" data-tracking-control-name="public_post_guest_nav_menu_people" data-tracking-will-navigate class="top-nav-link flex justify-center items-center min-h-[52px] hover:text-color-text visited:hover:text-color-text hover:no-underline w-8 flex-col mx-1 babybear:mx-0 text-color-text-secondary visited:text-color-text-secondary"> <icon class="top-nav-link__icon flex h-3 w-3 flex-shrink-0 justify-center " data-delayed-url="https://static.licdn.com/aero-v1/sc/h/7kb6sn3tm4cx918cx9a5jlb0"> </icon> <span class="top-nav-link__label-text font-sans text-xs leading-regular text-center font-regular"> People </span> </a> </li> <li class> <a href="https://www.linkedin.com/learning/search?trk=public_post_guest_nav_menu_learning" data-tracking-control-name="public_post_guest_nav_menu_learning" data-tracking-will-navigate class="top-nav-link flex justify-center items-center min-h-[52px] hover:text-color-text visited:hover:text-color-text hover:no-underline w-8 flex-col mx-1 babybear:mx-0 text-color-text-secondary visited:text-color-text-secondary"> <icon class="top-nav-link__icon flex h-3 w-3 flex-shrink-0 justify-center " data-delayed-url="https://static.licdn.com/aero-v1/sc/h/8wykgzgbqy0t3fnkgborvz54u"> </icon> <span class="top-nav-link__label-text font-sans text-xs leading-regular text-center font-regular"> Learning </span> </a> </li> <li class> <a href="https://www.linkedin.com/jobs/search?trk=public_post_guest_nav_menu_jobs" data-tracking-control-name="public_post_guest_nav_menu_jobs" data-tracking-will-navigate class="top-nav-link flex justify-center items-center min-h-[52px] hover:text-color-text visited:hover:text-color-text hover:no-underline w-8 flex-col mx-1 babybear:mx-0 text-color-text-secondary visited:text-color-text-secondary"> <icon class="top-nav-link__icon flex h-3 w-3 flex-shrink-0 justify-center " data-delayed-url="https://static.licdn.com/aero-v1/sc/h/92eb1xekc34eklevj0io6x4ki"> </icon> <span class="top-nav-link__label-text font-sans text-xs leading-regular text-center font-regular"> Jobs </span> </a> </li> <li class> <a href="https://www.linkedin.com/games?trk=public_post_guest_nav_menu_games" data-tracking-control-name="public_post_guest_nav_menu_games" data-tracking-will-navigate class="top-nav-link flex justify-center items-center min-h-[52px] hover:text-color-text visited:hover:text-color-text hover:no-underline w-8 flex-col mx-1 babybear:mx-0 text-color-text-secondary visited:text-color-text-secondary"> <icon class="top-nav-link__icon flex h-3 w-3 flex-shrink-0 justify-center " data-delayed-url="https://static.licdn.com/aero-v1/sc/h/29h8hsjuomfp50lam5ipnc3uh"> </icon> <span class="top-nav-link__label-text font-sans text-xs leading-regular text-center font-regular"> Games </span> </a> </li> <li class> <a href="ms-windows-store://pdp/?ProductId=9WZDNCRFJ4Q7&mode=mini&cid=guest_nav_upsell&trk=public_post_guest_nav_menu_windows" data-tracking-control-name="public_post_guest_nav_menu_windows" data-tracking-will-navigate class="top-nav-link flex justify-center items-center min-h-[52px] hover:text-color-text visited:hover:text-color-text hover:no-underline w-[96px] px-1 border-solid border-l-1 border-r-1 babybear:border-r-0 border-color-border-faint flex-col mx-1 babybear:mx-0 text-color-text-secondary visited:text-color-text-secondary"> <icon class="top-nav-link__icon flex h-3 w-3 flex-shrink-0 justify-center " data-delayed-url="https://static.licdn.com/aero-v1/sc/h/admayac2rnonsqhz9v3rzwcyu"> </icon> <span class="top-nav-link__label-text font-sans text-xs leading-regular text-center font-regular"> Get the app </span> </a> </li> </ul> <div class="nav__cta-container order-3 flex gap-x-1 justify-end min-w-[100px] flex-nowrap flex-shrink-0 babybear:flex-wrap flex-2 ">  <a class="nav__button-tertiary btn-md btn-tertiary" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww%2Elinkedin%2Ecom%2Fposts%2Fucsf-school-of-pharmacy_ucsf-pharmacyschool-futurepharmacists-activity-7262585070098497536-kU_v&trk=public_post_nav-header-join" data-tracking-control-name="public_post_nav-header-join" data-test-live-nav-primary-cta data-tracking-will-navigate> Join now </a> <a class="nav__button-secondary btn-secondary-emphasis btn-md" href="https://www.linkedin.com/login?session_redirect=https%3A%2F%2Fwww%2Elinkedin%2Ecom%2Fposts%2Fucsf-school-of-pharmacy_ucsf-pharmacyschool-futurepharmacists-activity-7262585070098497536-kU_v&fromSignIn=true&trk=public_post_nav-header-signin" data-tracking-control-name="public_post_nav-header-signin" data-tracking-will-navigate> Sign in </a>  </div>   </nav> </header>   <main class="main papabear:flex papabear:w-content-max-w papabear:mx-auto papabear:pt-desktop-content-top-margin mamabear:pt-desktop-content-top-margin " id="main-content" role="main"> <section class="core-rail mx-auto papabear:w-core-rail-width mamabear:max-w-[790px] babybear:max-w-[790px]"> <div class="details mx-details-container-padding"> <section class="mb-3"> <h1 class="section-title mb-2"> UCSF School of Pharmacy’s Post </h1> <article class="relative px-2 pb-0 bg-color-background-container container-lined pt-1.5 main-feed-activity-card main-feed-activity-card-with-comments" data-activity-urn="urn:li:activity:7262585070098497536" data-featured-activity-urn="urn:li:activity:7262585070098497536" data-attributed-urn="urn:li:share:7262585068571828224">   <div class="flex"> <div class="base-main-feed-card__entity-lockup"> <div class="flex items-center font-sans mb-1" data-test-id="main-feed-activity-card__entity-lockup"> <a href="https://www.linkedin.com/showcase/ucsf-school-of-pharmacy/?trk=public_post_feed-actor-image" class="relative" data-tracking-control-name="public_post_feed-actor-image" data-tracking-will-navigate> <img class="inline-block relative w-6 h-6 " data-delayed-url="https://media.licdn.com/dms/image/v2/C4D0BAQF-V5H3kTL91w/company-logo_100_100/company-logo_100_100/0/1631348845026?e=2147483647&v=beta&t=BFz7dZWo7OXH2bq6vfo08GzeTK9fVUKhQH4qTw4BI3M" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/cs8pjfgyw96g44ln9r7tct85f" alt="View organization page for UCSF School of Pharmacy, graphic">  </a> <div class="flex flex-col self-start min-w-0 ml-1 "> <div class="text-color-text "> <a class="text-sm link-styled no-underline leading-open" href="https://www.linkedin.com/showcase/ucsf-school-of-pharmacy/?trk=public_post_feed-actor-name" data-tracking-control-name="public_post_feed-actor-name" aria-label="View organization page for UCSF School of Pharmacy" data-tracking-will-navigate> UCSF School of Pharmacy </a>  </div> <p class="!text-xs text-color-text-low-emphasis leading-[1.33333] m-0 truncate">  1,741 followers </p> <span class="!text-xs text-color-text-low-emphasis leading-[1.33333] flex"> <time class="flex-none"> 1w  </time>  </span> </div>  </div> </div> <div class="ellipsis-menu absolute right-0 top-0 main-feed-activity-card__ellipsis-menu !top-auto !relative !mr-1" data-test-id="main-feed-activity-card__ellipsis-menu"> <div class="collapsible-dropdown flex items-center relative hyphens-auto"> <button class="ellipsis-menu__trigger collapsible-dropdown__button btn-md btn-tertiary cursor-pointer !py-[6px] !px-1 flex items-center rounded-[50%] " aria-expanded="false" aria-label="Open menu" data-tracking-control-name="public_post_ellipsis-menu-trigger" tabindex="0"> <icon class="ellipsis-menu__trigger-icon m-0 p-0 centered-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/671xosfpvk4c0kqtyl87hashi"></icon> </button> <ul class="collapsible-dropdown__list hidden container-raised absolute w-auto overflow-y-auto flex-col items-stretch z-1 bottom-auto top-[100%]" role="menu" tabindex="-1"> <li class="ellipsis-menu__item border-t-1 border-solid border-color-border-low-emphasis first-of-type:border-none flex"> <a href="/uas/login?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fposts%2Fucsf-school-of-pharmacy_ucsf-pharmacyschool-futurepharmacists-activity-7262585070098497536-kU_v&trk=public_post_ellipsis-menu-semaphore-sign-in-redirect&guestReportContentType=POST&_f=guest-reporting" data-tracking-control-name="public_post_ellipsis-menu-semaphore-sign-in-redirect" data-tracking-will-navigate data-item-type="semaphore" data-semaphore-content-type="POST" data-semaphore-content-urn="urn:li:activity:7262585070098497536" data-semaphore-tracking-prefix="public_post_ellipsis-menu-semaphore" data-is-logged-in="false" data-modal="semaphore__toggle" class="semaphore__toggle visited:text-color-text-secondary ellipsis-menu__semaphore ellipsis-menu__item-button flex items-center w-full p-1 cursor-pointer font-sans text-sm font-bold link-styled focus:link-styled link:no-underline active:bg-color-background-container-tint focus:bg-color-background-container-tint hover:bg-color-background-container-tint outline-offset-[-2px]">  <icon class="ellipsis-menu__item-icon text-color-text h-[24px] w-[24px] mr-1" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/iq0x9q37wj214o129ai1yjut"> </icon> Report this post </a>  </li>  </ul>  </div> </div> </div> <div class="attributed-text-segment-list__container relative mt-1 mb-1.5 babybear:mt-0 babybear:mb-0.5"> <p class="attributed-text-segment-list__content text-color-text !text-sm whitespace-pre-wrap break-words " dir="ltr" data-test-id="main-feed-activity-card__commentary">💻 Considering a career in AI and computational drug discovery? 💊 Join us on: Fri Nov. 15, 1:30-3:30 p.m. PT (Register here: <a class="link" href="https://www.linkedin.com/redir/redirect?url=https%3A%2F%2Flnkd%2Ein%2FgKJAJfVV&urlhash=6zSX&trk=public_post-text" target="_self" rel="nofollow" data-tracking-control-name="public_post-text" data-tracking-will-navigate>https://lnkd.in/gKJAJfVV</a> OR Fri, Nov. 22nd, 1:30 p.m. to 2:30 p.m. PT (Register here: <a class="link" href="https://www.linkedin.com/redir/redirect?url=https%3A%2F%2Flnkd%2Ein%2FgbyAvWFS&urlhash=Y-zb&trk=public_post-text" target="_self" rel="nofollow" data-tracking-control-name="public_post-text" data-tracking-will-navigate>https://lnkd.in/gbyAvWFS</a>) for virtual info sessions to learn more about our Master of Science in Artificial Intelligence and Computational Drug Discovery and Development (MS in AICD3) — the first program of its kind nationwide! Learn more at: <a class="link" href="https://www.linkedin.com/redir/redirect?url=https%3A%2F%2Flnkd%2Ein%2Fg-CXpxqc&urlhash=k8TA&trk=public_post-text" target="_self" rel="nofollow" data-tracking-control-name="public_post-text" data-tracking-will-navigate>https://lnkd.in/g-CXpxqc</a> This is a great opportunity to explore our innovative curriculum and get your admissions questions answered by experts. The MS in AICD3 program trains students to apply computer science, data science, statistical analysis, machine learning and other data-driven methods to advance the discovery and development of new drugs and therapies. 📅 Register now to learn more about how UCSF can help shape your future in pharmacy. We’re excited to meet you and assist your journey to becoming a part of the next generation of health care leaders. <a class="link" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fucsf&trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>#UCSF</a> <a class="link" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fpharmacyschool&trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>#PharmacySchool</a> <a class="link" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Ffuturepharmacists&trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>#FuturePharmacists</a> <a class="link" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fhealthcareeducation&trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>#HealthcareEducation</a> </p>  </div> <ul class="grid grid-cols-6 grid-rows-[60%_40%] w-main-feed-card-media feed-images-content list-none pl-0 " data-test-id="feed-images-content"> <li class="bg-color-background-container-tint text-[0px] col-span-full row-span-full " data-test-id="feed-images-content__list-item" data-position="0"> <img class="lazy-load w-full object-cover object-center h-full babybear:max-h-[400px]" data-delayed-url="https://media.licdn.com/dms/image/v2/D5622AQGHN5rRy467PQ/feedshare-shrink_800/feedshare-shrink_800/0/1731535211821?e=2147483647&v=beta&t=IG6mray9-kJt48rydbNdXTCBzOsI5cDmS7kkZn_-BwU" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/921ynb2z53z33mhm3061qvjag" alt="No alternative text description for this image">  </li> </ul>  <code id="i18n_reaction_singular" style="display: none"></code> <code id="i18n_reactions_plural" style="display: none"></code> <div class="flex items-center font-sans text-sm babybear:text-xs main-feed-activity-card__social-actions"> <a href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww%2Elinkedin%2Ecom%2Fposts%2Fucsf-school-of-pharmacy_ucsf-pharmacyschool-futurepharmacists-activity-7262585070098497536-kU_v&trk=public_post_social-actions-reactions" target="_self" data-tracking-control-name="public_post_social-actions-reactions" data-tracking-will-navigate class="flex items-center font-normal text-color-text-low-emphasis no-underline visited:text-color-text-low-emphasis my-1" aria-label="6 Reactions" data-separate-ctas="false" data-test-id="social-actions__reactions" data-id="social-actions__reactions" data-num-reactions="6" data-singular="%numReactions%" data-plural="%numReactions%" tabindex="0"> <img alt data-reaction-type="LIKE" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9sun4diznbhgyelaeryxy75ur" height="16px" width="16px"> <img alt data-reaction-type="PRAISE" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cjrxeu0ese8oxe32kiom8kzoh" height="16px" width="16px"> <span aria-hidden="true" class="font-normal ml-0.5" data-test-id="social-actions__reaction-count"> 6 </span> </a> <code id="social-actions__reaction-image-APPRECIATION" style="display: none"></code>  <code id="social-actions__reaction-image-EMPATHY" style="display: none"></code> <code id="social-actions__reaction-image-ENTERTAINMENT" style="display: none"></code>  <code id="social-actions__reaction-image-INTEREST" style="display: none"></code> <code id="social-actions__reaction-image-LIKE" style="display: none"></code> <code id="social-actions__reaction-image-MAYBE" style="display: none"></code> <code id="social-actions__reaction-image-PRAISE" style="display: none"></code>  <a href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww%2Elinkedin%2Ecom%2Fposts%2Fucsf-school-of-pharmacy_ucsf-pharmacyschool-futurepharmacists-activity-7262585070098497536-kU_v&trk=public_post_social-actions-comments" target="_self" data-tracking-control-name="public_post_social-actions-comments" data-tracking-will-navigate class="flex items-center font-normal text-color-text-low-emphasis no-underline visited:text-color-text-low-emphasis before:middot my-1" data-separate-ctas="false" data-test-id="social-actions__comments" data-id="social-actions__comments" data-num-comments="1" data-singular="%numComments% Comment" data-plural="%numComments% Comments"> 1 Comment </a>  </div> <div class="social-action-bar border-t-1 border-solid border-color-border-faint min-h-[44px] items-center flex flex-wrap babybear:justify-around !m-0"> <a class="social-action-bar__button " href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww%2Elinkedin%2Ecom%2Fposts%2Fucsf-school-of-pharmacy_ucsf-pharmacyschool-futurepharmacists-activity-7262585070098497536-kU_v&trk=public_post_like-cta" data-tracking-control-name="public_post_like-cta" data-tracking-will-navigate> <icon class="social-action-bar__icon " data-svg-class-name="social-action-bar__icon--svg " data-delayed-url="https://static.licdn.com/aero-v1/sc/h/70k0g8kmgdfjjymflqqzipzxj"> </icon> <span class="social-action-bar__button-text "> Like </span> </a> <a class="social-action-bar__button " href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww%2Elinkedin%2Ecom%2Fposts%2Fucsf-school-of-pharmacy_ucsf-pharmacyschool-futurepharmacists-activity-7262585070098497536-kU_v&trk=public_post_comment-cta" data-tracking-control-name="public_post_comment-cta" data-tracking-will-navigate> <icon class="social-action-bar__icon " data-svg-class-name="social-action-bar__icon--svg " data-delayed-url="https://static.licdn.com/aero-v1/sc/h/4ol9mo4lxvobj5ww3va90wz1o"> </icon> <span class="social-action-bar__button-text "> Comment </span> </a> <code id="i18n_copy_cta_message_success" style="display: none"></code> <code id="i18n_copy_cta_message_error" style="display: none"></code> <div class="collapsible-dropdown flex items-center relative hyphens-auto social-share inline-block relative select-none share-button " data-share-message="Share" data-share-url="https://www.linkedin.com/posts/ucsf-school-of-pharmacy_ucsf-pharmacyschool-futurepharmacists-activity-7262585070098497536-kU_v?utm_source=li_share&utm_content=feedcontent&utm_medium=g_dt_web"> <button aria-expanded="false" class="social-share__button social-share__button-square social-share-button social-action-bar__button social-share-button--square " aria-label data-tracking-control-name="public_post_social-share_main_button"> <icon class="social-share__button-icon " data-delayed-url="https://static.licdn.com/aero-v1/sc/h/852gyy4s01pfis5qf9k99s6d2" data-svg-class-name="social-share-button-icon social-action-bar__icon--svg "></icon> <span class="social-share__button-text-square social-action-bar__button-text "> Share </span> </button> <ul class="collapsible-dropdown__list hidden container-raised absolute w-auto overflow-y-auto flex-col items-stretch z-1 bottom-auto top-[100%]" role="menu" tabindex="-1"> <li> <button data-tracking-control-name="public_post_social-share_copy" class="social-share__item social-share-item" data-share-service="copy"> <icon class="social-share__item-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/aup4g97pdky3ff73gv9lyhjvx"></icon> <span class="social-share__item-text pl-1">Copy</span> </button> </li> <li> <button data-tracking-control-name="public_post_social-share_linkedin" class="social-share__item social-share-item" data-share-service="linkedin"> <icon class="social-share__item-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/2uoxvguhsfspfnmr6tvfuyw4y" data-svg-class-name="text-color-text"></icon> <span class="social-share__item-text pl-1">LinkedIn</span> </button> </li> <li> <button data-tracking-control-name="public_post_social-share_facebook" class="social-share__item social-share-item" data-share-service="facebook"> <icon class="social-share__item-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/5xkjpykqkamtr6skk0vodqwd2"></icon> <span class="social-share__item-text pl-1">Facebook</span> </button> </li> <li> <button data-tracking-control-name="public_post_social-share_twitter" class="social-share__item social-share-item" data-share-service="twitter"> <icon class="social-share__item-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/4bmfmbwr1b97362o29qmjo1zj"></icon> <span class="social-share__item-text pl-1">Twitter</span> </button> </li>  </ul>  </div>  </div>  <section class="comment flex grow-1 items-stretch leading-[16px] comment-with-action my-1.5"> <div> <a href="https://ng.linkedin.com/in/olalekan-isaac-61a84514a?trk=public_post_comment_actor-image" data-tracking-control-name="public_post_comment_actor-image" data-tracking-will-navigate> <img class="inline-block relative rounded-[50%] w-4 h-4 " data-delayed-url="https://media.licdn.com/dms/image/v2/C5603AQE9LMGslVBICQ/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1584548170532?e=2147483647&v=beta&t=6LmNn1Kio5VLBn1qpQE-_k1sHHl_1g8xPb0BUjxc8Oo" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt="olalekan Isaac"> </a> </div> <div class="w-full min-w-0"> <div class="comment__body ml-0.5 mb-1 pt-1 pr-1.5 pb-1 pl-1.5 rounded-[8px] rounded-tl-none relative"> <div class="comment__header flex flex-col"> <a class="text-sm link-styled no-underline leading-open comment__author truncate pr-6" href="https://ng.linkedin.com/in/olalekan-isaac-61a84514a?trk=public_post_comment_actor-name" data-tracking-control-name="public_post_comment_actor-name" data-tracking-will-navigate> olalekan Isaac </a> <p class="!text-xs text-color-text-low-emphasis leading-[1.33333] mb-0.5 truncate comment__author-headline">Pharmacist at Lasuth|Web developer oncology</p> <span class="text-xs text-color-text-low-emphasis comment__duration-since absolute right-6 top-1 inline-block"> 6d </span> <div class="ellipsis-menu absolute right-0 top-0 !mr-0.5 babybear:!-top-0.5" data-test-id="comment__ellipsis-menu" data-feed-action="show-comment-dropdown"> <div class="collapsible-dropdown flex items-center relative hyphens-auto"> <button class="ellipsis-menu__trigger collapsible-dropdown__button btn-md btn-tertiary cursor-pointer !py-[6px] !px-1 flex items-center rounded-[50%] ellipsis-menu__trigger--small w-[32px] h-[32px] babybear:rotate-90 mamabear:!h-4 mamabear:!min-h-[32px] papabear:!h-4 papabear:!min-h-[32px]" aria-expanded="false" aria-label="Open menu" data-tracking-control-name="public_post_comment_ellipsis-menu-trigger" tabindex="0"> <icon class="ellipsis-menu__trigger-icon m-0 p-0 centered-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/c26vw8uiog92lvrqov98hvbxr"></icon> </button> <ul class="collapsible-dropdown__list hidden container-raised absolute w-auto overflow-y-auto flex-col items-stretch z-1 bottom-auto top-[100%]" role="menu" tabindex="-1"> <li class="ellipsis-menu__item border-t-1 border-solid border-color-border-low-emphasis first-of-type:border-none flex"> <a href="/uas/login?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fposts%2Fucsf-school-of-pharmacy_ucsf-pharmacyschool-futurepharmacists-activity-7262585070098497536-kU_v&trk=public_post_comment_ellipsis-menu-semaphore-sign-in-redirect&guestReportContentType=COMMENT&_f=guest-reporting" data-tracking-control-name="public_post_comment_ellipsis-menu-semaphore-sign-in-redirect" data-tracking-will-navigate data-item-type="semaphore" data-semaphore-content-type="COMMENT" data-semaphore-content-urn="urn:li:comment:(urn:li:activity:7262585070098497536,7265088078728359936)" data-semaphore-tracking-prefix="public_post_comment_ellipsis-menu-semaphore" data-is-logged-in="false" data-modal="semaphore__toggle" class="semaphore__toggle visited:text-color-text-secondary ellipsis-menu__semaphore ellipsis-menu__item-button flex items-center w-full p-1 cursor-pointer font-sans text-sm font-bold link-styled focus:link-styled link:no-underline active:bg-color-background-container-tint focus:bg-color-background-container-tint hover:bg-color-background-container-tint outline-offset-[-2px]">  <icon class="ellipsis-menu__item-icon text-color-text h-[24px] w-[24px] mr-1" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/iq0x9q37wj214o129ai1yjut"> </icon> Report this comment </a>  </li>  </ul>  </div> </div> </div> <div class="attributed-text-segment-list__container relative mt-1 mb-1.5 babybear:mt-0 babybear:mb-0.5"> <p class="attributed-text-segment-list__content text-color-text !text-sm whitespace-pre-wrap break-words comment__text babybear:mt-0.5" dir="ltr">Interesting.</p>  </div>   </div> <div class="comment__actions flex flex-row flex-wrap items-center ml-2" aria-label="Comment Controls"> <a href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww%2Elinkedin%2Ecom%2Fposts%2Fucsf-school-of-pharmacy_ucsf-pharmacyschool-futurepharmacists-activity-7262585070098497536-kU_v&trk=public_post_comment_like" class="comment__action inline-block font-sans text-xs text-color-text-low-emphasis cursor-pointer" data-tracking-control-name="public_post_comment_like" data-tracking-will-navigate> <div class="flex flex-row items-center "> <icon class="action-btn__icon w-2 mr-0.5" data-svg-class-name="action-btn__icon--svg" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/70k0g8kmgdfjjymflqqzipzxj"> </icon> <span class="action-btn__button-text inline-block align-baseline"> Like </span> </div> </a> <span class="before:middot font-sans text-s text-color-text-low-emphasis"></span> <a href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww%2Elinkedin%2Ecom%2Fposts%2Fucsf-school-of-pharmacy_ucsf-pharmacyschool-futurepharmacists-activity-7262585070098497536-kU_v&trk=public_post_comment_reply" class="comment__action inline-block font-sans text-xs text-color-text-low-emphasis cursor-pointer comment__reply" data-feed-action="replyToComment" data-feed-control="reply" data-feed-action-category="EXPAND" data-feed-action-type="expandReplyBox" data-tracking-control-name="public_post_comment_reply" data-tracking-will-navigate> <div class="flex flex-row items-center "> <icon class="action-btn__icon w-2 mr-0.5" data-svg-class-name="action-btn__icon--svg" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/4ol9mo4lxvobj5ww3va90wz1o"> </icon> <span class="action-btn__button-text inline-block align-baseline"> Reply </span> </div> </a>  <span class="comment__reactions-count font-sans text-xs text-color-text-low-emphasis border-l-1 border-solid border-color-border-low-emphasis pl-1 mx-1 hidden"> 1 Reaction </span> </div> </div> </section>  <p class="feed-cta-banner__text border-t-1 border-color-surface-border border-solid p-3 text-center text-md text-color-text-low-emphasis"> To view or add a comment, <a href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww%2Elinkedin%2Ecom%2Fposts%2Fucsf-school-of-pharmacy_ucsf-pharmacyschool-futurepharmacists-activity-7262585070098497536-kU_v&trk=public_post_feed-cta-banner-cta" target="" aria-label="To view or add a comment, sign in" data-tracking-control-name="public_post_feed-cta-banner-cta" data-tracking-will-navigate="true" class="feed-cta-banner__link link">sign in</a> </p> </article> <code id="is-mobile" style="display: none"></code> </section> <section class="core-section-container my-3 related-posts">  <h2 class="core-section-container__title section-title"> More Relevant Posts </h2>  <div class="core-section-container__content break-words"> <ul> <li class="mb-1.5"> <div class="link-overlay relative"> <a aria-label="Post by Ajit Dhavle" class="absolute left-0 top-0 h-full w-full z-1 !border-0" data-tracking-control-name="link-overlay-public_post" href="https://www.linkedin.com/posts/ajitadhavle_patientsafety-machinelearning-activity-7171504867742470144-fuyV" target="_self"></a> <article class="relative px-2 pb-0 bg-color-background-container container-lined pt-1.5 main-feed-activity-card related-posts__crosslink" data-activity-urn="urn:li:activity:7171504867742470144" data-featured-activity-urn="urn:li:activity:7171504867742470144" data-attributed-urn="urn:li:share:7171353053420335104">   <div class="flex"> <div class="base-main-feed-card__entity-lockup"> <div class="flex items-center font-sans mb-1" data-test-id="main-feed-activity-card__entity-lockup"> <a href="https://www.linkedin.com/in/ajitadhavle?trk=public_post_feed-actor-image" class="relative" data-tracking-control-name="public_post_feed-actor-image" data-tracking-will-navigate> <img class="inline-block relative rounded-[50%] w-6 h-6 " data-delayed-url="https://media.licdn.com/dms/image/v2/C4E03AQFxgo3wzZbRVA/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1517735076141?e=2147483647&v=beta&t=UmaGpR6qkbBdogzdoMltjJW52AVSIItfru_vWRHkHi0" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt="View profile for Ajit Dhavle, graphic">  </a> <div class="flex flex-col self-start min-w-0 ml-1 "> <div class="text-color-text "> <a class="text-sm link-styled no-underline leading-open" href="https://www.linkedin.com/in/ajitadhavle?trk=public_post_feed-actor-name" data-tracking-control-name="public_post_feed-actor-name" aria-label="View profile for Ajit Dhavle" data-tracking-will-navigate> Ajit Dhavle </a>  </div> <p class="!text-xs text-color-text-low-emphasis leading-[1.33333] m-0 truncate">  Unleashing the power of IT to improve healthcare delivery and outcomes </p> <span class="!text-xs text-color-text-low-emphasis leading-[1.33333] flex"> <time class="flex-none"> 8mo  </time>  </span> </div>  </div> </div> <div class="ellipsis-menu absolute right-0 top-0 main-feed-activity-card__ellipsis-menu !top-auto !relative !mr-1" data-test-id="main-feed-activity-card__ellipsis-menu"> <div class="collapsible-dropdown flex items-center relative hyphens-auto"> <button class="ellipsis-menu__trigger collapsible-dropdown__button btn-md btn-tertiary cursor-pointer !py-[6px] !px-1 flex items-center rounded-[50%] " aria-expanded="false" aria-label="Open menu" data-tracking-control-name="public_post_ellipsis-menu-trigger" tabindex="0"> <icon class="ellipsis-menu__trigger-icon m-0 p-0 centered-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/671xosfpvk4c0kqtyl87hashi"></icon> </button> <ul class="collapsible-dropdown__list hidden container-raised absolute w-auto overflow-y-auto flex-col items-stretch z-1 bottom-auto top-[100%]" role="menu" tabindex="-1"> <li class="ellipsis-menu__item border-t-1 border-solid border-color-border-low-emphasis first-of-type:border-none flex"> <a href="/uas/login?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fposts%2Fajitadhavle_patientsafety-machinelearning-activity-7171504867742470144-fuyV&trk=public_post_ellipsis-menu-semaphore-sign-in-redirect&guestReportContentType=POST&_f=guest-reporting" data-tracking-control-name="public_post_ellipsis-menu-semaphore-sign-in-redirect" data-tracking-will-navigate data-item-type="semaphore" data-semaphore-content-type="POST" data-semaphore-content-urn="urn:li:activity:7171504867742470144" data-semaphore-tracking-prefix="public_post_ellipsis-menu-semaphore" data-is-logged-in="false" data-modal="semaphore__toggle" class="semaphore__toggle visited:text-color-text-secondary ellipsis-menu__semaphore ellipsis-menu__item-button flex items-center w-full p-1 cursor-pointer font-sans text-sm font-bold link-styled focus:link-styled link:no-underline active:bg-color-background-container-tint focus:bg-color-background-container-tint hover:bg-color-background-container-tint outline-offset-[-2px]">  <icon class="ellipsis-menu__item-icon text-color-text h-[24px] w-[24px] mr-1" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/iq0x9q37wj214o129ai1yjut"> </icon> Report this post </a>  </li>  </ul>  </div> </div> </div> <div class="attributed-text-segment-list__container relative mt-1 mb-1.5 babybear:mt-0 babybear:mb-0.5"> <p class="attributed-text-segment-list__content text-color-text !text-sm whitespace-pre-wrap break-words " dir="ltr" data-test-id="main-feed-activity-card__commentary">The application of machine learning models can greatly improve <a class="link" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fpatientsafety&trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>#patientsafety</a>. An interdisciplinary effort by graduate students from <a class="link" href="https://www.linkedin.com/school/carnegie-mellon-university/?trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>Carnegie Mellon University</a>, in collaboration with the <a class="link" href="https://www.linkedin.com/school/university-of-pittsburgh/?trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>University of Pittsburgh</a> School of Medicine showcases such an example. The student team under guidance from their professors developed a machine learning algorithm capable of detecting potentially harmful drug interactions. As part of their capstone project the students successfully executed the necessary steps to build an association rule learning ML algorithm that is designed to pinpoint medication combinations which could result in adverse events, along with their frequency. The model provides clinicians with a valuable tool to assess the risk of adverse reactions and to consider alternative medication options. What's particularly compelling about the implemented model is its ability to identify potential adverse drug interactions but can also be generalized to identify new medication combinations and corresponding therapeutic effects—beneficial or detrimental—a far reaching use case. However, a critical challenge remains: integrating these advancements into the healthcare industry's operational framework. Incorporating such advancements into EHRs and Pharmacy systems and ensuring that they can be scaled to benefit the broader population is the real test. The journey from academic exploration to practical application in healthcare settings is crucial for realizing the full potential of <a class="link" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fmachinelearning&trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>#machinelearning</a> techniques in improving patient safety. <a class="link" href="https://www.linkedin.com/redir/redirect?url=https%3A%2F%2Flnkd%2Ein%2FeyhswsRG&urlhash=v-7_&trk=public_post-text" target="_self" rel="nofollow" data-tracking-control-name="public_post-text" data-tracking-will-navigate>https://lnkd.in/eyhswsRG</a> </p>  </div> <ul class="grid grid-cols-6 grid-rows-[60%_40%] w-main-feed-card-media feed-images-content list-none pl-0 " data-test-id="feed-images-content"> <li class="bg-color-background-container-tint text-[0px] col-span-full row-span-full " data-test-id="feed-images-content__list-item" data-position="0"> <img class="lazy-load w-full object-cover object-center h-full babybear:max-h-[400px]" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E22AQHCqX9FqqZ--w/feedshare-shrink_800/feedshare-shrink_800/0/1709783804059?e=2147483647&v=beta&t=4-FIeWGXYCKKnvlj-BI_N2BE7pEjvFw9skOwbaVXW5o" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/921ynb2z53z33mhm3061qvjag" alt="No alternative text description for this image">  </li> </ul>  <code id="i18n_reaction_singular" style="display: none"></code> <code id="i18n_reactions_plural" style="display: none"></code> <div class="flex items-center font-sans text-sm babybear:text-xs main-feed-activity-card__social-actions"> <a href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fposts%2Fajitadhavle_patientsafety-machinelearning-activity-7171504867742470144-fuyV&trk=public_post_social-actions-reactions" target="_self" data-tracking-control-name="public_post_social-actions-reactions" data-tracking-will-navigate class="flex items-center font-normal text-color-text-low-emphasis no-underline visited:text-color-text-low-emphasis my-1" aria-label="25 Reactions" data-separate-ctas="false" data-test-id="social-actions__reactions" data-id="social-actions__reactions" data-num-reactions="25" data-singular="%numReactions%" data-plural="%numReactions%" tabindex="0"> <img alt data-reaction-type="LIKE" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9sun4diznbhgyelaeryxy75ur" height="16px" width="16px"> <span aria-hidden="true" class="font-normal ml-0.5" data-test-id="social-actions__reaction-count"> 25 </span> </a> <code id="social-actions__reaction-image-APPRECIATION" style="display: none"></code>  <code id="social-actions__reaction-image-EMPATHY" style="display: none"></code> <code id="social-actions__reaction-image-ENTERTAINMENT" style="display: none"></code>  <code id="social-actions__reaction-image-INTEREST" style="display: none"></code> <code id="social-actions__reaction-image-LIKE" style="display: none"></code> <code id="social-actions__reaction-image-MAYBE" style="display: none"></code> <code id="social-actions__reaction-image-PRAISE" style="display: none"></code>  <a href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fposts%2Fajitadhavle_patientsafety-machinelearning-activity-7171504867742470144-fuyV&trk=public_post_social-actions-comments" target="_self" data-tracking-control-name="public_post_social-actions-comments" data-tracking-will-navigate class="flex items-center font-normal text-color-text-low-emphasis no-underline visited:text-color-text-low-emphasis before:middot my-1" data-separate-ctas="false" data-test-id="social-actions__comments" data-id="social-actions__comments" data-num-comments="3" data-singular="%numComments% Comment" data-plural="%numComments% Comments"> 3 Comments </a>  </div> <div class="social-action-bar border-t-1 border-solid border-color-border-faint min-h-[44px] items-center flex flex-wrap babybear:justify-around !m-0"> <a class="social-action-bar__button " href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fposts%2Fajitadhavle_patientsafety-machinelearning-activity-7171504867742470144-fuyV&trk=public_post_like-cta" data-tracking-control-name="public_post_like-cta" data-tracking-will-navigate> <icon class="social-action-bar__icon " data-svg-class-name="social-action-bar__icon--svg " data-delayed-url="https://static.licdn.com/aero-v1/sc/h/70k0g8kmgdfjjymflqqzipzxj"> </icon> <span class="social-action-bar__button-text "> Like </span> </a> <a class="social-action-bar__button " href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fposts%2Fajitadhavle_patientsafety-machinelearning-activity-7171504867742470144-fuyV&trk=public_post_comment-cta" data-tracking-control-name="public_post_comment-cta" data-tracking-will-navigate> <icon class="social-action-bar__icon " data-svg-class-name="social-action-bar__icon--svg " data-delayed-url="https://static.licdn.com/aero-v1/sc/h/4ol9mo4lxvobj5ww3va90wz1o"> </icon> <span class="social-action-bar__button-text "> Comment </span> </a> <code id="i18n_copy_cta_message_success" style="display: none"></code> <code id="i18n_copy_cta_message_error" style="display: none"></code> <div class="collapsible-dropdown flex items-center relative hyphens-auto social-share inline-block relative select-none share-button " data-share-message="Share" data-share-url="https://www.linkedin.com/posts/ajitadhavle_patientsafety-machinelearning-activity-7171504867742470144-fuyV?utm_source=li_share&utm_content=public_post&utm_medium=g_dt_web"> <button aria-expanded="false" class="social-share__button social-share__button-square social-share-button social-action-bar__button social-share-button--square " aria-label data-tracking-control-name="public_post_social-share_main_button"> <icon class="social-share__button-icon " data-delayed-url="https://static.licdn.com/aero-v1/sc/h/852gyy4s01pfis5qf9k99s6d2" data-svg-class-name="social-share-button-icon social-action-bar__icon--svg "></icon> <span class="social-share__button-text-square social-action-bar__button-text "> Share </span> </button> <ul class="collapsible-dropdown__list hidden container-raised absolute w-auto overflow-y-auto flex-col items-stretch z-1 bottom-auto top-[100%]" role="menu" tabindex="-1"> <li> <button data-tracking-control-name="public_post_social-share_copy" class="social-share__item social-share-item" data-share-service="copy"> <icon class="social-share__item-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/aup4g97pdky3ff73gv9lyhjvx"></icon> <span class="social-share__item-text pl-1">Copy</span> </button> </li> <li> <button data-tracking-control-name="public_post_social-share_linkedin" class="social-share__item social-share-item" data-share-service="linkedin"> <icon class="social-share__item-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/2uoxvguhsfspfnmr6tvfuyw4y" data-svg-class-name="text-color-text"></icon> <span class="social-share__item-text pl-1">LinkedIn</span> </button> </li> <li> <button data-tracking-control-name="public_post_social-share_facebook" class="social-share__item social-share-item" data-share-service="facebook"> <icon class="social-share__item-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/5xkjpykqkamtr6skk0vodqwd2"></icon> <span class="social-share__item-text pl-1">Facebook</span> </button> </li> <li> <button data-tracking-control-name="public_post_social-share_twitter" class="social-share__item social-share-item" data-share-service="twitter"> <icon class="social-share__item-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/4bmfmbwr1b97362o29qmjo1zj"></icon> <span class="social-share__item-text pl-1">Twitter</span> </button> </li>  </ul>  </div>  </div>  <p class="feed-cta-banner__text border-t-1 border-color-surface-border border-solid p-3 text-center text-md text-color-text-low-emphasis"> To view or add a comment, <a href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fposts%2Fajitadhavle_patientsafety-machinelearning-activity-7171504867742470144-fuyV&trk=public_post_feed-cta-banner-cta" target="" aria-label="To view or add a comment, sign in" data-tracking-control-name="public_post_feed-cta-banner-cta" data-tracking-will-navigate="true" class="feed-cta-banner__link link">sign in</a> </p> </article> <code id="is-mobile" style="display: none"></code> </div> </li> <li class="mb-1.5"> <div class="link-overlay relative"> <a aria-label="Post by Uri Nahum" class="absolute left-0 top-0 h-full w-full z-1 !border-0" data-tracking-control-name="link-overlay-public_post" href="https://www.linkedin.com/posts/uri-nahum_info-anlass-msc-medical-informatics-622024-activity-7152911742652547072-Zzas" target="_self"></a> <article class="relative px-2 pb-0 bg-color-background-container container-lined pt-1.5 main-feed-activity-card related-posts__crosslink" data-activity-urn="urn:li:activity:7152911742652547072" data-featured-activity-urn="urn:li:activity:7152911742652547072" data-attributed-urn="urn:li:share:7152911741897633792">   <div class="flex"> <div class="base-main-feed-card__entity-lockup"> <div class="flex items-center font-sans mb-1" data-test-id="main-feed-activity-card__entity-lockup"> <a href="https://ch.linkedin.com/in/uri-nahum?trk=public_post_feed-actor-image" class="relative" data-tracking-control-name="public_post_feed-actor-image" data-tracking-will-navigate> <img class="inline-block relative rounded-[50%] w-6 h-6 " data-delayed-url="https://media.licdn.com/dms/image/v2/D4E03AQF-7TWTXw9SKQ/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1724761065689?e=2147483647&v=beta&t=hNoBiUPnxgMPzefmVvAm6VJu9ZKspNQWfiCOVTu2XYM" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt="View profile for Uri Nahum, graphic">  </a> <div class="flex flex-col self-start min-w-0 ml-1 "> <div class="text-color-text "> <a class="text-sm link-styled no-underline leading-open" href="https://ch.linkedin.com/in/uri-nahum?trk=public_post_feed-actor-name" data-tracking-control-name="public_post_feed-actor-name" aria-label="View profile for Uri Nahum" data-tracking-will-navigate> Uri Nahum </a>  </div> <p class="!text-xs text-color-text-low-emphasis leading-[1.33333] m-0 truncate">  Dean of M.Sc. Medical & Pharma Informatics </p> <span class="!text-xs text-color-text-low-emphasis leading-[1.33333] flex"> <time class="flex-none"> 10mo <span aria-hidden="true" class="text-color-text-low-emphasis before:middot"></span> <span> Edited </span> </time>  </span> </div>  </div> </div> <div class="ellipsis-menu absolute right-0 top-0 main-feed-activity-card__ellipsis-menu !top-auto !relative !mr-1" data-test-id="main-feed-activity-card__ellipsis-menu"> <div class="collapsible-dropdown flex items-center relative hyphens-auto"> <button class="ellipsis-menu__trigger collapsible-dropdown__button btn-md btn-tertiary cursor-pointer !py-[6px] !px-1 flex items-center rounded-[50%] " aria-expanded="false" aria-label="Open menu" data-tracking-control-name="public_post_ellipsis-menu-trigger" tabindex="0"> <icon class="ellipsis-menu__trigger-icon m-0 p-0 centered-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/671xosfpvk4c0kqtyl87hashi"></icon> </button> <ul class="collapsible-dropdown__list hidden container-raised absolute w-auto overflow-y-auto flex-col items-stretch z-1 bottom-auto top-[100%]" role="menu" tabindex="-1"> <li class="ellipsis-menu__item border-t-1 border-solid border-color-border-low-emphasis first-of-type:border-none flex"> <a href="/uas/login?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fposts%2Furi-nahum_info-anlass-msc-medical-informatics-622024-activity-7152911742652547072-Zzas&trk=public_post_ellipsis-menu-semaphore-sign-in-redirect&guestReportContentType=POST&_f=guest-reporting" data-tracking-control-name="public_post_ellipsis-menu-semaphore-sign-in-redirect" data-tracking-will-navigate data-item-type="semaphore" data-semaphore-content-type="POST" data-semaphore-content-urn="urn:li:activity:7152911742652547072" data-semaphore-tracking-prefix="public_post_ellipsis-menu-semaphore" data-is-logged-in="false" data-modal="semaphore__toggle" class="semaphore__toggle visited:text-color-text-secondary ellipsis-menu__semaphore ellipsis-menu__item-button flex items-center w-full p-1 cursor-pointer font-sans text-sm font-bold link-styled focus:link-styled link:no-underline active:bg-color-background-container-tint focus:bg-color-background-container-tint hover:bg-color-background-container-tint outline-offset-[-2px]">  <icon class="ellipsis-menu__item-icon text-color-text h-[24px] w-[24px] mr-1" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/iq0x9q37wj214o129ai1yjut"> </icon> Report this post </a>  </li>  </ul>  </div> </div> </div> <div class="attributed-text-segment-list__container relative mt-1 mb-1.5 babybear:mt-0 babybear:mb-0.5"> <p class="attributed-text-segment-list__content text-color-text !text-sm whitespace-pre-wrap break-words " dir="ltr" data-test-id="main-feed-activity-card__commentary">Do you want to make a difference in healthcare? Our master programme can help you just do that. 🚨 Don't miss out: 6 February 2024 is the info event for our Master's programme in Medical Informatics. 🚨 With hands-on training in data analytics, machine learning and more, you'll gain the skills to revolutionize the field of healthcare and improve patient care. Register now! 👇 <a class="link" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Flifesciencesfhnw&trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>#lifesciencesfhnw</a> <a class="link" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fmasterofscience&trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>#masterofscience</a> <a class="link" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fmedicalinformatics&trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>#medicalinformatics</a> <a class="link" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fdataanalysis&trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>#dataanalysis</a> <a class="link" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fai&trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>#ai</a> <a class="link" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fdatasciences&trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>#datasciences</a> <a class="link" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fhealthcare&trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>#healthcare</a> <a class="link" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fpharmaceuticalindustry&trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>#pharmaceuticalindustry</a></p>  </div>  <a href="https://www.linkedin.com/redir/redirect?url=https%3A%2F%2Fwww%2Efhnw%2Ech%2Fde%2Fstudium%2Flifesciences%2Fmaster%2Finfo-anlaesse-master-in-medical-informatics%2Finfo-anlass-msc-medical-informatics-6-2-2024&urlhash=K6is&trk=public_post_feed-article-content" target="_self" data-tracking-control-name="public_post_feed-article-content" data-tracking-will-navigate class="flex flex-col feed-article-content" data-test-id="article-content"> <img alt="Info-Anlass MSc Medical Informatics 6.2.2024" class="lazy-load w-main-feed-card-media object-cover babybear:max-h-[400px]" data-delayed-url="https://media.licdn.com/dms/image/sync/v2/D4E27AQEJ7O-VwgPPfg/articleshare-shrink_800/articleshare-shrink_800/0/1705386770942?e=2147483647&v=beta&t=MRvDzNAeYVHW8AMT2Guky4D-82UpeSXWOyNVUyiob78" data-ghost-classes="tw-feed-content-ghost-image" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/42byfw7gh464l64dlwodbbdez">  <section class="flex justify-between article-content__header py-1"> <header> <h2 class="tw-feed-content-title" dir="ltr" data-test-id="article-content__title"> Info-Anlass MSc Medical Informatics 6.2.2024 </h2> <h3 class="tw-feed-content-subtitle" data-test-id="article-content__subtitle"> fhnw.ch </h3> </header>  </section> </a> <code id="i18n_reaction_singular" style="display: none"></code> <code id="i18n_reactions_plural" style="display: none"></code> <div class="flex items-center font-sans text-sm babybear:text-xs main-feed-activity-card__social-actions"> <a href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fposts%2Furi-nahum_info-anlass-msc-medical-informatics-622024-activity-7152911742652547072-Zzas&trk=public_post_social-actions-reactions" target="_self" data-tracking-control-name="public_post_social-actions-reactions" data-tracking-will-navigate class="flex items-center font-normal text-color-text-low-emphasis no-underline visited:text-color-text-low-emphasis my-1" aria-label="59 Reactions" data-separate-ctas="false" data-test-id="social-actions__reactions" data-id="social-actions__reactions" data-num-reactions="59" data-singular="%numReactions%" data-plural="%numReactions%" tabindex="0"> <img alt data-reaction-type="LIKE" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9sun4diznbhgyelaeryxy75ur" height="16px" width="16px"> <span aria-hidden="true" class="font-normal ml-0.5" data-test-id="social-actions__reaction-count"> 59 </span> </a> <code id="social-actions__reaction-image-APPRECIATION" style="display: none"></code>  <code id="social-actions__reaction-image-EMPATHY" style="display: none"></code> <code id="social-actions__reaction-image-ENTERTAINMENT" style="display: none"></code>  <code id="social-actions__reaction-image-INTEREST" style="display: none"></code> <code id="social-actions__reaction-image-LIKE" style="display: none"></code> <code id="social-actions__reaction-image-MAYBE" style="display: none"></code> <code id="social-actions__reaction-image-PRAISE" style="display: none"></code>  </div> <div class="social-action-bar border-t-1 border-solid border-color-border-faint min-h-[44px] items-center flex flex-wrap babybear:justify-around !m-0"> <a class="social-action-bar__button " href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fposts%2Furi-nahum_info-anlass-msc-medical-informatics-622024-activity-7152911742652547072-Zzas&trk=public_post_like-cta" data-tracking-control-name="public_post_like-cta" data-tracking-will-navigate> <icon class="social-action-bar__icon " data-svg-class-name="social-action-bar__icon--svg " data-delayed-url="https://static.licdn.com/aero-v1/sc/h/70k0g8kmgdfjjymflqqzipzxj"> </icon> <span class="social-action-bar__button-text "> Like </span> </a> <a class="social-action-bar__button " href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fposts%2Furi-nahum_info-anlass-msc-medical-informatics-622024-activity-7152911742652547072-Zzas&trk=public_post_comment-cta" data-tracking-control-name="public_post_comment-cta" data-tracking-will-navigate> <icon class="social-action-bar__icon " data-svg-class-name="social-action-bar__icon--svg " data-delayed-url="https://static.licdn.com/aero-v1/sc/h/4ol9mo4lxvobj5ww3va90wz1o"> </icon> <span class="social-action-bar__button-text "> Comment </span> </a> <code id="i18n_copy_cta_message_success" style="display: none"></code> <code id="i18n_copy_cta_message_error" style="display: none"></code> <div class="collapsible-dropdown flex items-center relative hyphens-auto social-share inline-block relative select-none share-button " data-share-message="Share" data-share-url="https://www.linkedin.com/posts/uri-nahum_info-anlass-msc-medical-informatics-622024-activity-7152911742652547072-Zzas?utm_source=li_share&utm_content=public_post&utm_medium=g_dt_web"> <button aria-expanded="false" class="social-share__button social-share__button-square social-share-button social-action-bar__button social-share-button--square " aria-label data-tracking-control-name="public_post_social-share_main_button"> <icon class="social-share__button-icon " data-delayed-url="https://static.licdn.com/aero-v1/sc/h/852gyy4s01pfis5qf9k99s6d2" data-svg-class-name="social-share-button-icon social-action-bar__icon--svg "></icon> <span class="social-share__button-text-square social-action-bar__button-text "> Share </span> </button> <ul class="collapsible-dropdown__list hidden container-raised absolute w-auto overflow-y-auto flex-col items-stretch z-1 bottom-auto top-[100%]" role="menu" tabindex="-1"> <li> <button data-tracking-control-name="public_post_social-share_copy" class="social-share__item social-share-item" data-share-service="copy"> <icon class="social-share__item-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/aup4g97pdky3ff73gv9lyhjvx"></icon> <span class="social-share__item-text pl-1">Copy</span> </button> </li> <li> <button data-tracking-control-name="public_post_social-share_linkedin" class="social-share__item social-share-item" data-share-service="linkedin"> <icon class="social-share__item-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/2uoxvguhsfspfnmr6tvfuyw4y" data-svg-class-name="text-color-text"></icon> <span class="social-share__item-text pl-1">LinkedIn</span> </button> </li> <li> <button data-tracking-control-name="public_post_social-share_facebook" class="social-share__item social-share-item" data-share-service="facebook"> <icon class="social-share__item-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/5xkjpykqkamtr6skk0vodqwd2"></icon> <span class="social-share__item-text pl-1">Facebook</span> </button> </li> <li> <button data-tracking-control-name="public_post_social-share_twitter" class="social-share__item social-share-item" data-share-service="twitter"> <icon class="social-share__item-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/4bmfmbwr1b97362o29qmjo1zj"></icon> <span class="social-share__item-text pl-1">Twitter</span> </button> </li>  </ul>  </div>  </div>  <p class="feed-cta-banner__text border-t-1 border-color-surface-border border-solid p-3 text-center text-md text-color-text-low-emphasis"> To view or add a comment, <a href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fposts%2Furi-nahum_info-anlass-msc-medical-informatics-622024-activity-7152911742652547072-Zzas&trk=public_post_feed-cta-banner-cta" target="" aria-label="To view or add a comment, sign in" data-tracking-control-name="public_post_feed-cta-banner-cta" data-tracking-will-navigate="true" class="feed-cta-banner__link link">sign in</a> </p> </article> <code id="is-mobile" style="display: none"></code> </div> </li> <li class="mb-1.5"> <div class="link-overlay relative"> <a aria-label="Post by Dr. Alexander Krannich" class="absolute left-0 top-0 h-full w-full z-1 !border-0" data-tracking-control-name="link-overlay-public_post" href="https://www.linkedin.com/posts/alexander-krannich_statistics-datascience-medicine-activity-7250827033805471744-HCyo" target="_self"></a> <article class="relative px-2 pb-0 bg-color-background-container container-lined pt-1.5 main-feed-activity-card related-posts__crosslink" data-activity-urn="urn:li:activity:7250827033805471744" data-featured-activity-urn="urn:li:activity:7250827033805471744" data-attributed-urn="urn:li:share:7250827032882741249">   <div class="flex"> <div class="base-main-feed-card__entity-lockup"> <div class="flex items-center font-sans mb-1" data-test-id="main-feed-activity-card__entity-lockup"> <a href="https://de.linkedin.com/in/alexander-krannich?trk=public_post_feed-actor-image" class="relative" data-tracking-control-name="public_post_feed-actor-image" data-tracking-will-navigate> <img class="inline-block relative rounded-[50%] w-6 h-6 " data-delayed-url="https://media.licdn.com/dms/image/v2/D4E03AQHI8qUUH1z3ZQ/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1696266438652?e=2147483647&v=beta&t=_xodPNLRZrbg878KH9NvgNF6ie2H0sgKILJ5Qq6tpIU" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt="View profile for Dr. Alexander Krannich, graphic">  </a> <div class="flex flex-col self-start min-w-0 ml-1 "> <div class="text-color-text "> <a class="text-sm link-styled no-underline leading-open" href="https://de.linkedin.com/in/alexander-krannich?trk=public_post_feed-actor-name" data-tracking-control-name="public_post_feed-actor-name" aria-label="View profile for Dr. Alexander Krannich" data-tracking-will-navigate> Dr. Alexander Krannich </a>  </div> <p class="!text-xs text-color-text-low-emphasis leading-[1.33333] m-0 truncate">  Statistician | Clinical Research Expert | CEO </p> <span class="!text-xs text-color-text-low-emphasis leading-[1.33333] flex"> <time class="flex-none"> 1mo  </time>  </span> </div>  </div> </div> <div class="ellipsis-menu absolute right-0 top-0 main-feed-activity-card__ellipsis-menu !top-auto !relative !mr-1" data-test-id="main-feed-activity-card__ellipsis-menu"> <div class="collapsible-dropdown flex items-center relative hyphens-auto"> <button class="ellipsis-menu__trigger collapsible-dropdown__button btn-md btn-tertiary cursor-pointer !py-[6px] !px-1 flex items-center rounded-[50%] " aria-expanded="false" aria-label="Open menu" data-tracking-control-name="public_post_ellipsis-menu-trigger" tabindex="0"> <icon class="ellipsis-menu__trigger-icon m-0 p-0 centered-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/671xosfpvk4c0kqtyl87hashi"></icon> </button> <ul class="collapsible-dropdown__list hidden container-raised absolute w-auto overflow-y-auto flex-col items-stretch z-1 bottom-auto top-[100%]" role="menu" tabindex="-1"> <li class="ellipsis-menu__item border-t-1 border-solid border-color-border-low-emphasis first-of-type:border-none flex"> <a href="/uas/login?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fposts%2Falexander-krannich_statistics-datascience-medicine-activity-7250827033805471744-HCyo&trk=public_post_ellipsis-menu-semaphore-sign-in-redirect&guestReportContentType=POST&_f=guest-reporting" data-tracking-control-name="public_post_ellipsis-menu-semaphore-sign-in-redirect" data-tracking-will-navigate data-item-type="semaphore" data-semaphore-content-type="POST" data-semaphore-content-urn="urn:li:activity:7250827033805471744" data-semaphore-tracking-prefix="public_post_ellipsis-menu-semaphore" data-is-logged-in="false" data-modal="semaphore__toggle" class="semaphore__toggle visited:text-color-text-secondary ellipsis-menu__semaphore ellipsis-menu__item-button flex items-center w-full p-1 cursor-pointer font-sans text-sm font-bold link-styled focus:link-styled link:no-underline active:bg-color-background-container-tint focus:bg-color-background-container-tint hover:bg-color-background-container-tint outline-offset-[-2px]">  <icon class="ellipsis-menu__item-icon text-color-text h-[24px] w-[24px] mr-1" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/iq0x9q37wj214o129ai1yjut"> </icon> Report this post </a>  </li>  </ul>  </div> </div> </div> <div class="attributed-text-segment-list__container relative mt-1 mb-1.5 babybear:mt-0 babybear:mb-0.5"> <p class="attributed-text-segment-list__content text-color-text !text-sm whitespace-pre-wrap break-words " dir="ltr" data-test-id="main-feed-activity-card__commentary">Should physicians learn data analysis skills? This week I was invited to an event of the Digital Clinician Scientist Programme (DCSP) in Berlin. The DCSP of <a class="link" href="https://de.linkedin.com/company/berlin-institute-of-health?trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>Berlin Institute of Health in der Charité</a> equips clinical scientists to tackle digital medicine's technological challenges. Over several years, including a protected research period, participants gain skills in areas like big data, bioinformatics, and machine learning, supported by mentoring. The program fosters collaboration between clinicians and computational scientists to drive the digital transformation of medicine and accelerate the application of scientific advances in clinical practice. I'm really happy to support some of these scientists and think the program is a good way to bundle knowledge from different areas to create versatile healthcare innovators. Do you think physicians should concentrate on medicine and not on data processing? Or do you think every physician should learn data handling skills? <a class="link" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fstatistics&trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>#statistics</a> <a class="link" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fdatascience&trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>#datascience</a> <a class="link" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fmedicine&trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>#medicine</a></p>  </div> <ul class="grid grid-cols-6 grid-rows-[60%_40%] w-main-feed-card-media feed-images-content list-none pl-0 " data-test-id="feed-images-content"> <li class="bg-color-background-container-tint text-[0px] col-span-full row-span-full " data-test-id="feed-images-content__list-item" data-position="0"> <img class="lazy-load w-full object-cover object-center h-full babybear:max-h-[400px]" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E22AQEt8bM2gnG8MA/feedshare-shrink_800/feedshare-shrink_800/0/1728731877815?e=2147483647&v=beta&t=iSHxmjw1emI5VS6yoIPsFJhm-VPBRXUSkN5WoCz2AIc" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/921ynb2z53z33mhm3061qvjag" alt="No alternative text description for this image">  </li> </ul>  <code id="i18n_reaction_singular" style="display: none"></code> <code id="i18n_reactions_plural" style="display: none"></code> <div class="flex items-center font-sans text-sm babybear:text-xs main-feed-activity-card__social-actions"> <a href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fposts%2Falexander-krannich_statistics-datascience-medicine-activity-7250827033805471744-HCyo&trk=public_post_social-actions-reactions" target="_self" data-tracking-control-name="public_post_social-actions-reactions" data-tracking-will-navigate class="flex items-center font-normal text-color-text-low-emphasis no-underline visited:text-color-text-low-emphasis my-1" aria-label="21 Reactions" data-separate-ctas="false" data-test-id="social-actions__reactions" data-id="social-actions__reactions" data-num-reactions="21" data-singular="%numReactions%" data-plural="%numReactions%" tabindex="0"> <img alt data-reaction-type="LIKE" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9sun4diznbhgyelaeryxy75ur" height="16px" width="16px"> <img alt data-reaction-type="APPRECIATION" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cib97epu77mrzque5gqlzjgaw" height="16px" width="16px"> <img alt data-reaction-type="EMPATHY" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/37hg81qnm85dsy5mbqfifg9qs" height="16px" width="16px"> <span aria-hidden="true" class="font-normal ml-0.5" data-test-id="social-actions__reaction-count"> 21 </span> </a> <code id="social-actions__reaction-image-APPRECIATION" style="display: none"></code>  <code id="social-actions__reaction-image-EMPATHY" style="display: none"></code> <code id="social-actions__reaction-image-ENTERTAINMENT" style="display: none"></code>  <code id="social-actions__reaction-image-INTEREST" style="display: none"></code> <code id="social-actions__reaction-image-LIKE" style="display: none"></code> <code id="social-actions__reaction-image-MAYBE" style="display: none"></code> <code id="social-actions__reaction-image-PRAISE" style="display: none"></code>  <a href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fposts%2Falexander-krannich_statistics-datascience-medicine-activity-7250827033805471744-HCyo&trk=public_post_social-actions-comments" target="_self" data-tracking-control-name="public_post_social-actions-comments" data-tracking-will-navigate class="flex items-center font-normal text-color-text-low-emphasis no-underline visited:text-color-text-low-emphasis before:middot my-1" data-separate-ctas="false" data-test-id="social-actions__comments" data-id="social-actions__comments" data-num-comments="6" data-singular="%numComments% Comment" data-plural="%numComments% Comments"> 6 Comments </a>  </div> <div class="social-action-bar border-t-1 border-solid border-color-border-faint min-h-[44px] items-center flex flex-wrap babybear:justify-around !m-0"> <a class="social-action-bar__button " href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fposts%2Falexander-krannich_statistics-datascience-medicine-activity-7250827033805471744-HCyo&trk=public_post_like-cta" data-tracking-control-name="public_post_like-cta" data-tracking-will-navigate> <icon class="social-action-bar__icon " data-svg-class-name="social-action-bar__icon--svg " data-delayed-url="https://static.licdn.com/aero-v1/sc/h/70k0g8kmgdfjjymflqqzipzxj"> </icon> <span class="social-action-bar__button-text "> Like </span> </a> <a class="social-action-bar__button " href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fposts%2Falexander-krannich_statistics-datascience-medicine-activity-7250827033805471744-HCyo&trk=public_post_comment-cta" data-tracking-control-name="public_post_comment-cta" data-tracking-will-navigate> <icon class="social-action-bar__icon " data-svg-class-name="social-action-bar__icon--svg " data-delayed-url="https://static.licdn.com/aero-v1/sc/h/4ol9mo4lxvobj5ww3va90wz1o"> </icon> <span class="social-action-bar__button-text "> Comment </span> </a> <code id="i18n_copy_cta_message_success" style="display: none"></code> <code id="i18n_copy_cta_message_error" style="display: none"></code> <div class="collapsible-dropdown flex items-center relative hyphens-auto social-share inline-block relative select-none share-button " data-share-message="Share" data-share-url="https://www.linkedin.com/posts/alexander-krannich_statistics-datascience-medicine-activity-7250827033805471744-HCyo?utm_source=li_share&utm_content=public_post&utm_medium=g_dt_web"> <button aria-expanded="false" class="social-share__button social-share__button-square social-share-button social-action-bar__button social-share-button--square " aria-label data-tracking-control-name="public_post_social-share_main_button"> <icon class="social-share__button-icon " data-delayed-url="https://static.licdn.com/aero-v1/sc/h/852gyy4s01pfis5qf9k99s6d2" data-svg-class-name="social-share-button-icon social-action-bar__icon--svg "></icon> <span class="social-share__button-text-square social-action-bar__button-text "> Share </span> </button> <ul class="collapsible-dropdown__list hidden container-raised absolute w-auto overflow-y-auto flex-col items-stretch z-1 bottom-auto top-[100%]" role="menu" tabindex="-1"> <li> <button data-tracking-control-name="public_post_social-share_copy" class="social-share__item social-share-item" data-share-service="copy"> <icon class="social-share__item-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/aup4g97pdky3ff73gv9lyhjvx"></icon> <span class="social-share__item-text pl-1">Copy</span> </button> </li> <li> <button data-tracking-control-name="public_post_social-share_linkedin" class="social-share__item social-share-item" data-share-service="linkedin"> <icon class="social-share__item-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/2uoxvguhsfspfnmr6tvfuyw4y" data-svg-class-name="text-color-text"></icon> <span class="social-share__item-text pl-1">LinkedIn</span> </button> </li> <li> <button data-tracking-control-name="public_post_social-share_facebook" class="social-share__item social-share-item" data-share-service="facebook"> <icon class="social-share__item-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/5xkjpykqkamtr6skk0vodqwd2"></icon> <span class="social-share__item-text pl-1">Facebook</span> </button> </li> <li> <button data-tracking-control-name="public_post_social-share_twitter" class="social-share__item social-share-item" data-share-service="twitter"> <icon class="social-share__item-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/4bmfmbwr1b97362o29qmjo1zj"></icon> <span class="social-share__item-text pl-1">Twitter</span> </button> </li>  </ul>  </div>  </div>  <p class="feed-cta-banner__text border-t-1 border-color-surface-border border-solid p-3 text-center text-md text-color-text-low-emphasis"> To view or add a comment, <a href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fposts%2Falexander-krannich_statistics-datascience-medicine-activity-7250827033805471744-HCyo&trk=public_post_feed-cta-banner-cta" target="" aria-label="To view or add a comment, sign in" data-tracking-control-name="public_post_feed-cta-banner-cta" data-tracking-will-navigate="true" class="feed-cta-banner__link link">sign in</a> </p> </article> <code id="is-mobile" style="display: none"></code> </div> </li> <li class="mb-1.5"> <div class="link-overlay relative"> <a aria-label="Post by YOUNESS ZIDOUN, Ph.D, CHSE, CHSOS" class="absolute left-0 top-0 h-full w-full z-1 !border-0" data-tracking-control-name="link-overlay-public_post" href="https://www.linkedin.com/posts/youness-zidoun-ph-d-chse-chsos-7bb327135_healthcaresimulation-aibasedsimulators-activity-7254913379922759680-PEy6" target="_self"></a> <article class="relative px-2 pb-0 bg-color-background-container container-lined pt-1.5 main-feed-activity-card related-posts__crosslink" data-activity-urn="urn:li:activity:7254913379922759680" data-featured-activity-urn="urn:li:activity:7254913379922759680" data-attributed-urn="urn:li:share:7254913378735820801">   <div class="flex"> <div class="base-main-feed-card__entity-lockup"> <div class="flex items-center font-sans mb-1" data-test-id="main-feed-activity-card__entity-lockup"> <a href="https://ae.linkedin.com/in/youness-zidoun-ph-d-chse-chsos-7bb327135?trk=public_post_feed-actor-image" class="relative" data-tracking-control-name="public_post_feed-actor-image" data-tracking-will-navigate> <img class="inline-block relative rounded-[50%] w-6 h-6 bg-color-entity-ghost-background" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt="View profile for YOUNESS ZIDOUN, Ph.D, CHSE, CHSOS, graphic">  </a> <div class="flex flex-col self-start min-w-0 ml-1 "> <div class="text-color-text "> <a class="text-sm link-styled no-underline leading-open" href="https://ae.linkedin.com/in/youness-zidoun-ph-d-chse-chsos-7bb327135?trk=public_post_feed-actor-name" data-tracking-control-name="public_post_feed-actor-name" aria-label="View profile for YOUNESS ZIDOUN, Ph.D, CHSE, CHSOS" data-tracking-will-navigate> YOUNESS ZIDOUN, Ph.D, CHSE, CHSOS </a>  </div> <p class="!text-xs text-color-text-low-emphasis leading-[1.33333] m-0 truncate">  Simulation-Based Education Leader | Simulation Center Director | Keynote Speaker </p> <span class="!text-xs text-color-text-low-emphasis leading-[1.33333] flex"> <time class="flex-none"> 1mo  </time>  </span> </div>  </div> </div> <div class="ellipsis-menu absolute right-0 top-0 main-feed-activity-card__ellipsis-menu !top-auto !relative !mr-1" data-test-id="main-feed-activity-card__ellipsis-menu"> <div class="collapsible-dropdown flex items-center relative hyphens-auto"> <button class="ellipsis-menu__trigger collapsible-dropdown__button btn-md btn-tertiary cursor-pointer !py-[6px] !px-1 flex items-center rounded-[50%] " aria-expanded="false" aria-label="Open menu" data-tracking-control-name="public_post_ellipsis-menu-trigger" tabindex="0"> <icon class="ellipsis-menu__trigger-icon m-0 p-0 centered-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/671xosfpvk4c0kqtyl87hashi"></icon> </button> <ul class="collapsible-dropdown__list hidden container-raised absolute w-auto overflow-y-auto flex-col items-stretch z-1 bottom-auto top-[100%]" role="menu" tabindex="-1"> <li class="ellipsis-menu__item border-t-1 border-solid border-color-border-low-emphasis first-of-type:border-none flex"> <a href="/uas/login?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fposts%2Fyouness-zidoun-ph-d-chse-chsos-7bb327135_healthcaresimulation-aibasedsimulators-activity-7254913379922759680-PEy6&trk=public_post_ellipsis-menu-semaphore-sign-in-redirect&guestReportContentType=POST&_f=guest-reporting" data-tracking-control-name="public_post_ellipsis-menu-semaphore-sign-in-redirect" data-tracking-will-navigate data-item-type="semaphore" data-semaphore-content-type="POST" data-semaphore-content-urn="urn:li:activity:7254913379922759680" data-semaphore-tracking-prefix="public_post_ellipsis-menu-semaphore" data-is-logged-in="false" data-modal="semaphore__toggle" class="semaphore__toggle visited:text-color-text-secondary ellipsis-menu__semaphore ellipsis-menu__item-button flex items-center w-full p-1 cursor-pointer font-sans text-sm font-bold link-styled focus:link-styled link:no-underline active:bg-color-background-container-tint focus:bg-color-background-container-tint hover:bg-color-background-container-tint outline-offset-[-2px]">  <icon class="ellipsis-menu__item-icon text-color-text h-[24px] w-[24px] mr-1" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/iq0x9q37wj214o129ai1yjut"> </icon> Report this post </a>  </li>  </ul>  </div> </div> </div> <div class="attributed-text-segment-list__container relative mt-1 mb-1.5 babybear:mt-0 babybear:mb-0.5"> <p class="attributed-text-segment-list__content text-color-text !text-sm whitespace-pre-wrap break-words " dir="ltr" data-test-id="main-feed-activity-card__commentary">🎯Objective Achieved🎯 I’m excited to announce that my paper, “Artificial Intelligence (AI)-Based Simulators versus Simulated Patients in Undergraduate Programs: A Protocol for a Randomized Controlled Trial,” has been accepted by BMC Medical Education! 🎉 This research dives into the evolving world of <a class="link" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fhealthcaresimulation&trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>#healthcaresimulation</a>, comparing cutting-edge <a class="link" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Faibasedsimulators&trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>#AIbasedsimulators</a> with traditional <a class="link" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fsimulatedpatients&trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>#Simulatedpatients</a>. Our goal? To revolutionize how we train the next generation of healthcare professionals. 🤖🩺 I want to take a moment to truly appreciate the invaluable feedback from the reviewers. There was a time when I saw reviewer comments as hurdles to overcome, but now I realize how their insights have strengthened this work in ways I couldn’t have achieved alone. Grateful for their contributions and for the collaboration that made this possible! The future of <a class="link" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fai&trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>#AI</a> in healthcare education is bright, and I’m thrilled to be part of this journey! 🌟 <a class="link" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fhealthcaresimulation&trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>#HealthcareSimulation</a> <a class="link" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Faiinsimulation&trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>#AIInSimulation</a> <a class="link" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fbmcmedicaleducation&trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>#BMCMedicalEducation</a> <a class="link" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fmedicalinnovation&trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>#MedicalInnovation</a> <a class="link" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Ffutureofhealthcare&trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>#FutureOfHealthcare</a> <a class="link" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Faieducation&trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>#AIEducation</a> <a class="link" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fmeded&trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>#MedEd</a> <a class="link" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fpeerreview&trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>#PeerReview</a></p>  </div> <ul class="grid grid-cols-6 grid-rows-[60%_40%] w-main-feed-card-media feed-images-content list-none pl-0 " data-test-id="feed-images-content"> <li class="bg-color-background-container-tint text-[0px] col-span-full row-span-full " data-test-id="feed-images-content__list-item" data-position="0"> <img class="lazy-load w-full object-cover object-center h-full babybear:max-h-[400px]" data-delayed-url="https://media.licdn.com/dms/image/v2/D4D22AQH6g_GRZDYm1A/feedshare-shrink_2048_1536/feedshare-shrink_2048_1536/0/1729706138614?e=2147483647&v=beta&t=q3754epRnpCFCVLpRH6tSw9T2GeH7Y05Z-1Mv2RSGxE" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/921ynb2z53z33mhm3061qvjag" alt="No alternative text description for this image">  </li> </ul>  <code id="i18n_reaction_singular" style="display: none"></code> <code id="i18n_reactions_plural" style="display: none"></code> <div class="flex items-center font-sans text-sm babybear:text-xs main-feed-activity-card__social-actions"> <a href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fposts%2Fyouness-zidoun-ph-d-chse-chsos-7bb327135_healthcaresimulation-aibasedsimulators-activity-7254913379922759680-PEy6&trk=public_post_social-actions-reactions" target="_self" data-tracking-control-name="public_post_social-actions-reactions" data-tracking-will-navigate class="flex items-center font-normal text-color-text-low-emphasis no-underline visited:text-color-text-low-emphasis my-1" aria-label="80 Reactions" data-separate-ctas="false" data-test-id="social-actions__reactions" data-id="social-actions__reactions" data-num-reactions="80" data-singular="%numReactions%" data-plural="%numReactions%" tabindex="0"> <img alt data-reaction-type="LIKE" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9sun4diznbhgyelaeryxy75ur" height="16px" width="16px"> <img alt data-reaction-type="PRAISE" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cjrxeu0ese8oxe32kiom8kzoh" height="16px" width="16px"> <img alt data-reaction-type="EMPATHY" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/37hg81qnm85dsy5mbqfifg9qs" height="16px" width="16px"> <span aria-hidden="true" class="font-normal ml-0.5" data-test-id="social-actions__reaction-count"> 80 </span> </a> <code id="social-actions__reaction-image-APPRECIATION" style="display: none"></code>  <code id="social-actions__reaction-image-EMPATHY" style="display: none"></code> <code id="social-actions__reaction-image-ENTERTAINMENT" style="display: none"></code>  <code id="social-actions__reaction-image-INTEREST" style="display: none"></code> <code id="social-actions__reaction-image-LIKE" style="display: none"></code> <code id="social-actions__reaction-image-MAYBE" style="display: none"></code> <code id="social-actions__reaction-image-PRAISE" style="display: none"></code>  <a href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fposts%2Fyouness-zidoun-ph-d-chse-chsos-7bb327135_healthcaresimulation-aibasedsimulators-activity-7254913379922759680-PEy6&trk=public_post_social-actions-comments" target="_self" data-tracking-control-name="public_post_social-actions-comments" data-tracking-will-navigate class="flex items-center font-normal text-color-text-low-emphasis no-underline visited:text-color-text-low-emphasis before:middot my-1" data-separate-ctas="false" data-test-id="social-actions__comments" data-id="social-actions__comments" data-num-comments="26" data-singular="%numComments% Comment" data-plural="%numComments% Comments"> 26 Comments </a>  </div> <div class="social-action-bar border-t-1 border-solid border-color-border-faint min-h-[44px] items-center flex flex-wrap babybear:justify-around !m-0"> <a class="social-action-bar__button " href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fposts%2Fyouness-zidoun-ph-d-chse-chsos-7bb327135_healthcaresimulation-aibasedsimulators-activity-7254913379922759680-PEy6&trk=public_post_like-cta" data-tracking-control-name="public_post_like-cta" data-tracking-will-navigate> <icon class="social-action-bar__icon " data-svg-class-name="social-action-bar__icon--svg " data-delayed-url="https://static.licdn.com/aero-v1/sc/h/70k0g8kmgdfjjymflqqzipzxj"> </icon> <span class="social-action-bar__button-text "> Like </span> </a> <a class="social-action-bar__button " href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fposts%2Fyouness-zidoun-ph-d-chse-chsos-7bb327135_healthcaresimulation-aibasedsimulators-activity-7254913379922759680-PEy6&trk=public_post_comment-cta" data-tracking-control-name="public_post_comment-cta" data-tracking-will-navigate> <icon class="social-action-bar__icon " data-svg-class-name="social-action-bar__icon--svg " data-delayed-url="https://static.licdn.com/aero-v1/sc/h/4ol9mo4lxvobj5ww3va90wz1o"> </icon> <span class="social-action-bar__button-text "> Comment </span> </a> <code id="i18n_copy_cta_message_success" style="display: none"></code> <code id="i18n_copy_cta_message_error" style="display: none"></code> <div class="collapsible-dropdown flex items-center relative hyphens-auto social-share inline-block relative select-none share-button " data-share-message="Share" data-share-url="https://www.linkedin.com/posts/youness-zidoun-ph-d-chse-chsos-7bb327135_healthcaresimulation-aibasedsimulators-activity-7254913379922759680-PEy6?utm_source=li_share&utm_content=public_post&utm_medium=g_dt_web"> <button aria-expanded="false" class="social-share__button social-share__button-square social-share-button social-action-bar__button social-share-button--square " aria-label data-tracking-control-name="public_post_social-share_main_button"> <icon class="social-share__button-icon " data-delayed-url="https://static.licdn.com/aero-v1/sc/h/852gyy4s01pfis5qf9k99s6d2" data-svg-class-name="social-share-button-icon social-action-bar__icon--svg "></icon> <span class="social-share__button-text-square social-action-bar__button-text "> Share </span> </button> <ul class="collapsible-dropdown__list hidden container-raised absolute w-auto overflow-y-auto flex-col items-stretch z-1 bottom-auto top-[100%]" role="menu" tabindex="-1"> <li> <button data-tracking-control-name="public_post_social-share_copy" class="social-share__item social-share-item" data-share-service="copy"> <icon class="social-share__item-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/aup4g97pdky3ff73gv9lyhjvx"></icon> <span class="social-share__item-text pl-1">Copy</span> </button> </li> <li> <button data-tracking-control-name="public_post_social-share_linkedin" class="social-share__item social-share-item" data-share-service="linkedin"> <icon class="social-share__item-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/2uoxvguhsfspfnmr6tvfuyw4y" data-svg-class-name="text-color-text"></icon> <span class="social-share__item-text pl-1">LinkedIn</span> </button> </li> <li> <button data-tracking-control-name="public_post_social-share_facebook" class="social-share__item social-share-item" data-share-service="facebook"> <icon class="social-share__item-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/5xkjpykqkamtr6skk0vodqwd2"></icon> <span class="social-share__item-text pl-1">Facebook</span> </button> </li> <li> <button data-tracking-control-name="public_post_social-share_twitter" class="social-share__item social-share-item" data-share-service="twitter"> <icon class="social-share__item-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/4bmfmbwr1b97362o29qmjo1zj"></icon> <span class="social-share__item-text pl-1">Twitter</span> </button> </li>  </ul>  </div>  </div>  <p class="feed-cta-banner__text border-t-1 border-color-surface-border border-solid p-3 text-center text-md text-color-text-low-emphasis"> To view or add a comment, <a href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fposts%2Fyouness-zidoun-ph-d-chse-chsos-7bb327135_healthcaresimulation-aibasedsimulators-activity-7254913379922759680-PEy6&trk=public_post_feed-cta-banner-cta" target="" aria-label="To view or add a comment, sign in" data-tracking-control-name="public_post_feed-cta-banner-cta" data-tracking-will-navigate="true" class="feed-cta-banner__link link">sign in</a> </p> </article> <code id="is-mobile" style="display: none"></code> </div> </li> <li class="mb-1.5"> <div class="link-overlay relative"> <a aria-label="Post by Eyal Klang" class="absolute left-0 top-0 h-full w-full z-1 !border-0" data-tracking-control-name="link-overlay-public_post" href="https://www.linkedin.com/posts/eyal-klang-419167139_llms-gpt4-clinicalinformatics-activity-7199024287591075840-zSDo" target="_self"></a> <article class="relative px-2 pb-0 bg-color-background-container container-lined pt-1.5 main-feed-activity-card related-posts__crosslink" data-activity-urn="urn:li:activity:7199024287591075840" data-featured-activity-urn="urn:li:activity:7199024287591075840" data-attributed-urn="urn:li:share:7199024284298571776">   <div class="flex"> <div class="base-main-feed-card__entity-lockup"> <div class="flex items-center font-sans mb-1" data-test-id="main-feed-activity-card__entity-lockup"> <a href="https://www.linkedin.com/in/eyal-klang-419167139?trk=public_post_feed-actor-image" class="relative" data-tracking-control-name="public_post_feed-actor-image" data-tracking-will-navigate> <img class="inline-block relative rounded-[50%] w-6 h-6 " data-delayed-url="https://media.licdn.com/dms/image/v2/C4D03AQEv13W4Y97tjQ/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1625218262634?e=2147483647&v=beta&t=HfHoRqa-sAFBu_4jgAfRTKqPK3wTSwnItadiaqBCQbg" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt="View profile for Eyal Klang, graphic">  </a> <div class="flex flex-col self-start min-w-0 ml-1 "> <div class="text-color-text "> <a class="text-sm link-styled no-underline leading-open" href="https://www.linkedin.com/in/eyal-klang-419167139?trk=public_post_feed-actor-name" data-tracking-control-name="public_post_feed-actor-name" aria-label="View profile for Eyal Klang" data-tracking-will-navigate> Eyal Klang </a>  </div> <p class="!text-xs text-color-text-low-emphasis leading-[1.33333] m-0 truncate">  Director of the Generative AI Research Program, Division of Data-Driven and Digital Medicine (D3M) at Mount Sinai </p> <span class="!text-xs text-color-text-low-emphasis leading-[1.33333] flex"> <time class="flex-none"> 6mo  </time>  </span> </div>  </div> </div> <div class="ellipsis-menu absolute right-0 top-0 main-feed-activity-card__ellipsis-menu !top-auto !relative !mr-1" data-test-id="main-feed-activity-card__ellipsis-menu"> <div class="collapsible-dropdown flex items-center relative hyphens-auto"> <button class="ellipsis-menu__trigger collapsible-dropdown__button btn-md btn-tertiary cursor-pointer !py-[6px] !px-1 flex items-center rounded-[50%] " aria-expanded="false" aria-label="Open menu" data-tracking-control-name="public_post_ellipsis-menu-trigger" tabindex="0"> <icon class="ellipsis-menu__trigger-icon m-0 p-0 centered-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/671xosfpvk4c0kqtyl87hashi"></icon> </button> <ul class="collapsible-dropdown__list hidden container-raised absolute w-auto overflow-y-auto flex-col items-stretch z-1 bottom-auto top-[100%]" role="menu" tabindex="-1"> <li class="ellipsis-menu__item border-t-1 border-solid border-color-border-low-emphasis first-of-type:border-none flex"> <a href="/uas/login?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fposts%2Feyal-klang-419167139_llms-gpt4-clinicalinformatics-activity-7199024287591075840-zSDo&trk=public_post_ellipsis-menu-semaphore-sign-in-redirect&guestReportContentType=POST&_f=guest-reporting" data-tracking-control-name="public_post_ellipsis-menu-semaphore-sign-in-redirect" data-tracking-will-navigate data-item-type="semaphore" data-semaphore-content-type="POST" data-semaphore-content-urn="urn:li:activity:7199024287591075840" data-semaphore-tracking-prefix="public_post_ellipsis-menu-semaphore" data-is-logged-in="false" data-modal="semaphore__toggle" class="semaphore__toggle visited:text-color-text-secondary ellipsis-menu__semaphore ellipsis-menu__item-button flex items-center w-full p-1 cursor-pointer font-sans text-sm font-bold link-styled focus:link-styled link:no-underline active:bg-color-background-container-tint focus:bg-color-background-container-tint hover:bg-color-background-container-tint outline-offset-[-2px]">  <icon class="ellipsis-menu__item-icon text-color-text h-[24px] w-[24px] mr-1" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/iq0x9q37wj214o129ai1yjut"> </icon> Report this post </a>  </li>  </ul>  </div> </div> </div> <div class="attributed-text-segment-list__container relative mt-1 mb-1.5 babybear:mt-0 babybear:mb-0.5"> <p class="attributed-text-segment-list__content text-color-text !text-sm whitespace-pre-wrap break-words " dir="ltr" data-test-id="main-feed-activity-card__commentary">We are pleased to announce a new publication in the Journal of the American Medical Informatics Association (@JAMIA): “Evaluating the accuracy of a state-of-the-art large language model for prediction of admissions from the emergency room”. LLMs have been shown to perform extremely well across domains. While they are increasingly being applied to life sciences and health care, there are still many open questions as to how well they perform in clinical tasks using real-world data. In our work, we explore the accuracy of LLMs in predicting admissions in 7 Emergency Departments within the Mount Sinai Health System under a variety of scenarios. We also compared LLMs to traditional ML in the form of an ensemble model leveraging BioClinBERT and XGBoost. A few highlighted findings: - Zero-shot GPT4 demonstrated decent performance off-the-shelf with an accuracy of 77.5% - ⁠Supplementing GPT4 with random few-shot examples slightly increased performance to 78.5% - ⁠ ⁠Instead of random examples, using retrieval-augmented generation (RAG) to identify, and learn from, the top 10 most similar cases helped much more, boosting performance to 81.3%. - Further supplementing RAG GPT4 with ML probabilities, which we refer to as sequential learning, more noticeably boosted performance to 83.1% What are the implications for the study? - LLMs were relatively on par with the predictive performance of traditional ML using x1000 fewer samples, however - well-selected ones. - ⁠LLMs work well off-the-shelf but can be greatly improved by providing context both in the form of real-world relevant examples (i.e., RAG) as well as predictive probabilities. - ⁠LLMs can provide explanations for their reasoning which may be more clinician-friendly than feature importance plots. There is still work to be done before LLMs are ready for prime time in clinical workflows but we believe our work helps pave the way to safe and effective implementation. <a class="link" href="https://www.linkedin.com/in/brendancarrmd?trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>Brendan G. Carr, MD, MA, MS</a> <a class="link" href="https://www.linkedin.com/in/girish-nadkarni-653b0564?trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>Girish Nadkarni</a> <a class="link" href="https://www.linkedin.com/in/robbie-freeman-rn?trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>Robbie Freeman</a> <a class="link" href="https://www.linkedin.com/in/ben-glicksberg?trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>Ben Glicksberg</a> <a class="link" href="https://www.linkedin.com/in/alexander-charney-825769176?trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>Alexander Charney</a> <a class="link" href="https://www.linkedin.com/in/timsinaprem?trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>Prem Timsina</a> <a class="link" href="https://www.linkedin.com/in/ganesh-raut?trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>Ganesh Raut, MS</a> Dhaval A Patel <a class="link" href="https://www.linkedin.com/in/donald-apakama-765a09259?trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>Donald Apakama</a> <a class="link" href="https://www.linkedin.com/in/ashwin-sawant-0a3bb745?trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>Ashwin Sawant</a> <a class="link" href="https://www.linkedin.com/in/akhil-vaid-33a36428b?trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>Akhil Vaid</a> <a class="link" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fllms&trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>#LLMs</a> <a class="link" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fgpt4&trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>#GPT4</a> <a class="link" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fclinicalinformatics&trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>#ClinicalInformatics</a> <a class="link" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fmachinelearningforhealth&trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>#MachineLearningforHealth</a> <a class="link" href="https://www.linkedin.com/redir/redirect?url=https%3A%2F%2Flnkd%2Ein%2Fdj4H5c82&urlhash=EHRh&trk=public_post-text" target="_self" rel="nofollow" data-tracking-control-name="public_post-text" data-tracking-will-navigate>https://lnkd.in/dj4H5c82</a> </p>  </div> <ul class="grid grid-cols-6 grid-rows-[60%_40%] w-main-feed-card-media feed-images-content list-none pl-0 " data-test-id="feed-images-content"> <li class="bg-color-background-container-tint text-[0px] col-span-full row-span-full " data-test-id="feed-images-content__list-item" data-position="0"> <img class="lazy-load w-full object-cover object-center h-full babybear:max-h-[400px]" data-delayed-url="https://media.licdn.com/dms/image/v2/D4D22AQH40RhyBG3Wcw/feedshare-shrink_2048_1536/feedshare-shrink_2048_1536/0/1716381139913?e=2147483647&v=beta&t=NrKm1B0pxm_-PGIzW46aI8ax8PSurDgDIOrbi0G1yLQ" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/921ynb2z53z33mhm3061qvjag" alt="No alternative text description for this image">  </li> </ul>  <code id="i18n_reaction_singular" style="display: none"></code> <code id="i18n_reactions_plural" style="display: none"></code> <div class="flex items-center font-sans text-sm babybear:text-xs main-feed-activity-card__social-actions"> <a href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fposts%2Feyal-klang-419167139_llms-gpt4-clinicalinformatics-activity-7199024287591075840-zSDo&trk=public_post_social-actions-reactions" target="_self" data-tracking-control-name="public_post_social-actions-reactions" data-tracking-will-navigate class="flex items-center font-normal text-color-text-low-emphasis no-underline visited:text-color-text-low-emphasis my-1" aria-label="69 Reactions" data-separate-ctas="false" data-test-id="social-actions__reactions" data-id="social-actions__reactions" data-num-reactions="69" data-singular="%numReactions%" data-plural="%numReactions%" tabindex="0"> <img alt data-reaction-type="LIKE" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9sun4diznbhgyelaeryxy75ur" height="16px" width="16px"> <img alt data-reaction-type="PRAISE" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cjrxeu0ese8oxe32kiom8kzoh" height="16px" width="16px"> <img alt data-reaction-type="EMPATHY" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/37hg81qnm85dsy5mbqfifg9qs" height="16px" width="16px"> <span aria-hidden="true" class="font-normal ml-0.5" data-test-id="social-actions__reaction-count"> 69 </span> </a> <code id="social-actions__reaction-image-APPRECIATION" style="display: none"></code>  <code id="social-actions__reaction-image-EMPATHY" style="display: none"></code> <code id="social-actions__reaction-image-ENTERTAINMENT" style="display: none"></code>  <code id="social-actions__reaction-image-INTEREST" style="display: none"></code> <code id="social-actions__reaction-image-LIKE" style="display: none"></code> <code id="social-actions__reaction-image-MAYBE" style="display: none"></code> <code id="social-actions__reaction-image-PRAISE" style="display: none"></code>  <a href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fposts%2Feyal-klang-419167139_llms-gpt4-clinicalinformatics-activity-7199024287591075840-zSDo&trk=public_post_social-actions-comments" target="_self" data-tracking-control-name="public_post_social-actions-comments" data-tracking-will-navigate class="flex items-center font-normal text-color-text-low-emphasis no-underline visited:text-color-text-low-emphasis before:middot my-1" data-separate-ctas="false" data-test-id="social-actions__comments" data-id="social-actions__comments" data-num-comments="2" data-singular="%numComments% Comment" data-plural="%numComments% Comments"> 2 Comments </a>  </div> <div class="social-action-bar border-t-1 border-solid border-color-border-faint min-h-[44px] items-center flex flex-wrap babybear:justify-around !m-0"> <a class="social-action-bar__button " href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fposts%2Feyal-klang-419167139_llms-gpt4-clinicalinformatics-activity-7199024287591075840-zSDo&trk=public_post_like-cta" data-tracking-control-name="public_post_like-cta" data-tracking-will-navigate> <icon class="social-action-bar__icon " data-svg-class-name="social-action-bar__icon--svg " data-delayed-url="https://static.licdn.com/aero-v1/sc/h/70k0g8kmgdfjjymflqqzipzxj"> </icon> <span class="social-action-bar__button-text "> Like </span> </a> <a class="social-action-bar__button " href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fposts%2Feyal-klang-419167139_llms-gpt4-clinicalinformatics-activity-7199024287591075840-zSDo&trk=public_post_comment-cta" data-tracking-control-name="public_post_comment-cta" data-tracking-will-navigate> <icon class="social-action-bar__icon " data-svg-class-name="social-action-bar__icon--svg " data-delayed-url="https://static.licdn.com/aero-v1/sc/h/4ol9mo4lxvobj5ww3va90wz1o"> </icon> <span class="social-action-bar__button-text "> Comment </span> </a> <code id="i18n_copy_cta_message_success" style="display: none"></code> <code id="i18n_copy_cta_message_error" style="display: none"></code> <div class="collapsible-dropdown flex items-center relative hyphens-auto social-share inline-block relative select-none share-button " data-share-message="Share" data-share-url="https://www.linkedin.com/posts/eyal-klang-419167139_llms-gpt4-clinicalinformatics-activity-7199024287591075840-zSDo?utm_source=li_share&utm_content=public_post&utm_medium=g_dt_web"> <button aria-expanded="false" class="social-share__button social-share__button-square social-share-button social-action-bar__button social-share-button--square " aria-label data-tracking-control-name="public_post_social-share_main_button"> <icon class="social-share__button-icon " data-delayed-url="https://static.licdn.com/aero-v1/sc/h/852gyy4s01pfis5qf9k99s6d2" data-svg-class-name="social-share-button-icon social-action-bar__icon--svg "></icon> <span class="social-share__button-text-square social-action-bar__button-text "> Share </span> </button> <ul class="collapsible-dropdown__list hidden container-raised absolute w-auto overflow-y-auto flex-col items-stretch z-1 bottom-auto top-[100%]" role="menu" tabindex="-1"> <li> <button data-tracking-control-name="public_post_social-share_copy" class="social-share__item social-share-item" data-share-service="copy"> <icon class="social-share__item-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/aup4g97pdky3ff73gv9lyhjvx"></icon> <span class="social-share__item-text pl-1">Copy</span> </button> </li> <li> <button data-tracking-control-name="public_post_social-share_linkedin" class="social-share__item social-share-item" data-share-service="linkedin"> <icon class="social-share__item-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/2uoxvguhsfspfnmr6tvfuyw4y" data-svg-class-name="text-color-text"></icon> <span class="social-share__item-text pl-1">LinkedIn</span> </button> </li> <li> <button data-tracking-control-name="public_post_social-share_facebook" class="social-share__item social-share-item" data-share-service="facebook"> <icon class="social-share__item-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/5xkjpykqkamtr6skk0vodqwd2"></icon> <span class="social-share__item-text pl-1">Facebook</span> </button> </li> <li> <button data-tracking-control-name="public_post_social-share_twitter" class="social-share__item social-share-item" data-share-service="twitter"> <icon class="social-share__item-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/4bmfmbwr1b97362o29qmjo1zj"></icon> <span class="social-share__item-text pl-1">Twitter</span> </button> </li>  </ul>  </div>  </div>  <p class="feed-cta-banner__text border-t-1 border-color-surface-border border-solid p-3 text-center text-md text-color-text-low-emphasis"> To view or add a comment, <a href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fposts%2Feyal-klang-419167139_llms-gpt4-clinicalinformatics-activity-7199024287591075840-zSDo&trk=public_post_feed-cta-banner-cta" target="" aria-label="To view or add a comment, sign in" data-tracking-control-name="public_post_feed-cta-banner-cta" data-tracking-will-navigate="true" class="feed-cta-banner__link link">sign in</a> </p> </article> <code id="is-mobile" style="display: none"></code> </div> </li> <li class="mb-1.5"> <div class="link-overlay relative"> <a aria-label="Post by Mark Germaine" class="absolute left-0 top-0 h-full w-full z-1 !border-0" data-tracking-control-name="link-overlay-public_post" href="https://www.linkedin.com/posts/mark-germaine-3684aa88_new-publication-im-pleased-to-share-our-activity-7231611511809474561-mPFR" target="_self"></a> <article class="relative px-2 pb-0 bg-color-background-container container-lined pt-1.5 main-feed-activity-card related-posts__crosslink" data-activity-urn="urn:li:activity:7231611511809474561" data-featured-activity-urn="urn:li:activity:7231611511809474561" data-attributed-urn="urn:li:share:7231611510370758656">   <div class="flex"> <div class="base-main-feed-card__entity-lockup"> <div class="flex items-center font-sans mb-1" data-test-id="main-feed-activity-card__entity-lockup"> <a href="https://ie.linkedin.com/in/mark-germaine-3684aa88?trk=public_post_feed-actor-image" class="relative" data-tracking-control-name="public_post_feed-actor-image" data-tracking-will-navigate> <img class="inline-block relative rounded-[50%] w-6 h-6 bg-color-entity-ghost-background" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt="View profile for Mark Germaine, graphic">  </a> <div class="flex flex-col self-start min-w-0 ml-1 "> <div class="text-color-text "> <a class="text-sm link-styled no-underline leading-open" href="https://ie.linkedin.com/in/mark-germaine-3684aa88?trk=public_post_feed-actor-name" data-tracking-control-name="public_post_feed-actor-name" aria-label="View profile for Mark Germaine" data-tracking-will-navigate> Mark Germaine </a>  </div> <p class="!text-xs text-color-text-low-emphasis leading-[1.33333] m-0 truncate">  Researcher | Scientist | Lecturer </p> <span class="!text-xs text-color-text-low-emphasis leading-[1.33333] flex"> <time class="flex-none"> 3mo <span aria-hidden="true" class="text-color-text-low-emphasis before:middot"></span> <span> Edited </span> </time>  </span> </div>  </div> </div> <div class="ellipsis-menu absolute right-0 top-0 main-feed-activity-card__ellipsis-menu !top-auto !relative !mr-1" data-test-id="main-feed-activity-card__ellipsis-menu"> <div class="collapsible-dropdown flex items-center relative hyphens-auto"> <button class="ellipsis-menu__trigger collapsible-dropdown__button btn-md btn-tertiary cursor-pointer !py-[6px] !px-1 flex items-center rounded-[50%] " aria-expanded="false" aria-label="Open menu" data-tracking-control-name="public_post_ellipsis-menu-trigger" tabindex="0"> <icon class="ellipsis-menu__trigger-icon m-0 p-0 centered-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/671xosfpvk4c0kqtyl87hashi"></icon> </button> <ul class="collapsible-dropdown__list hidden container-raised absolute w-auto overflow-y-auto flex-col items-stretch z-1 bottom-auto top-[100%]" role="menu" tabindex="-1"> <li class="ellipsis-menu__item border-t-1 border-solid border-color-border-low-emphasis first-of-type:border-none flex"> <a href="/uas/login?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fposts%2Fmark-germaine-3684aa88_new-publication-im-pleased-to-share-our-activity-7231611511809474561-mPFR&trk=public_post_ellipsis-menu-semaphore-sign-in-redirect&guestReportContentType=POST&_f=guest-reporting" data-tracking-control-name="public_post_ellipsis-menu-semaphore-sign-in-redirect" data-tracking-will-navigate data-item-type="semaphore" data-semaphore-content-type="POST" data-semaphore-content-urn="urn:li:activity:7231611511809474561" data-semaphore-tracking-prefix="public_post_ellipsis-menu-semaphore" data-is-logged-in="false" data-modal="semaphore__toggle" class="semaphore__toggle visited:text-color-text-secondary ellipsis-menu__semaphore ellipsis-menu__item-button flex items-center w-full p-1 cursor-pointer font-sans text-sm font-bold link-styled focus:link-styled link:no-underline active:bg-color-background-container-tint focus:bg-color-background-container-tint hover:bg-color-background-container-tint outline-offset-[-2px]">  <icon class="ellipsis-menu__item-icon text-color-text h-[24px] w-[24px] mr-1" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/iq0x9q37wj214o129ai1yjut"> </icon> Report this post </a>  </li>  </ul>  </div> </div> </div> <div class="attributed-text-segment-list__container relative mt-1 mb-1.5 babybear:mt-0 babybear:mb-0.5"> <p class="attributed-text-segment-list__content text-color-text !text-sm whitespace-pre-wrap break-words " dir="ltr" data-test-id="main-feed-activity-card__commentary">New Publication. I’m pleased to share our latest research*, which shines a light on an important challenge in the field of Machine Learning and healthcare: the significant gap between data availability statements and actual data sharing. *We didn't set out to ask this question. Instead, we sought external datasets to validate our own ML model to ensure it was robust and generalisable. However, the results were surprising enough that we decided to pen a letter to <a class="link" href="https://www.linkedin.com/company/american-diabetes-association?trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>American Diabetes Association</a> Diabetes Care. 🔍 Key Findings: - Despite contacting authors of 22 studies, only one group was willing to validate our ML model, although they couldn't share their data directly - which is a challenge in itself when it comes to working with healthcare data. These 22 studies were identified via a systematic search identifying all studies with similar datasets and research questions to our own. - Out of 14 studies with data availability statements, none actually provided access to the data we requested. - This lack of data sharing severely hinders the external validation of ML models, raising concerns about their generalisability and reliability in clinical settings. Our findings reflect broader issues in scientific research: Data availability statements often don’t translate into actual data sharing, which hinders progress in open science and the reproducibility of research. I believe that the Open Science movement has made important strides, but there is still significant room for improvement. To advance the field, we must establish more dependable mechanisms for data sharing and hold ourselves accountable to the commitments we make in our research publications. The full letter is available here: <a class="link" href="https://www.linkedin.com/redir/redirect?url=https%3A%2F%2Flnkd%2Ein%2FerkKrcTE&urlhash=fXzW&trk=public_post-text" target="_self" rel="nofollow" data-tracking-control-name="public_post-text" data-tracking-will-navigate>https://lnkd.in/erkKrcTE</a> I'd like to thank again my funding from Science Foundation Ireland and <a class="link" href="https://ie.linkedin.com/school/ml-labs/?trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>SFI Centre for Research Training in Machine Learning</a></p>  </div> <ul class="grid grid-cols-6 grid-rows-[60%_40%] w-main-feed-card-media feed-images-content list-none pl-0 " data-test-id="feed-images-content"> <li class="bg-color-background-container-tint text-[0px] col-span-full row-span-full " data-test-id="feed-images-content__list-item" data-position="0"> <img class="lazy-load w-full object-cover object-center h-full babybear:max-h-[400px]" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E22AQFpsjDO4y1w0g/feedshare-shrink_2048_1536/feedshare-shrink_2048_1536/0/1724150540349?e=2147483647&v=beta&t=yWo5rfW-0y3H8u4RWB9-iQoIqZ769vAQ7igVrCD39I8" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/921ynb2z53z33mhm3061qvjag" alt="No alternative text description for this image">  </li> </ul>  <code id="i18n_reaction_singular" style="display: none"></code> <code id="i18n_reactions_plural" style="display: none"></code> <div class="flex items-center font-sans text-sm babybear:text-xs main-feed-activity-card__social-actions"> <a href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fposts%2Fmark-germaine-3684aa88_new-publication-im-pleased-to-share-our-activity-7231611511809474561-mPFR&trk=public_post_social-actions-reactions" target="_self" data-tracking-control-name="public_post_social-actions-reactions" data-tracking-will-navigate class="flex items-center font-normal text-color-text-low-emphasis no-underline visited:text-color-text-low-emphasis my-1" aria-label="47 Reactions" data-separate-ctas="false" data-test-id="social-actions__reactions" data-id="social-actions__reactions" data-num-reactions="47" data-singular="%numReactions%" data-plural="%numReactions%" tabindex="0"> <img alt data-reaction-type="LIKE" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9sun4diznbhgyelaeryxy75ur" height="16px" width="16px"> <img alt data-reaction-type="PRAISE" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cjrxeu0ese8oxe32kiom8kzoh" height="16px" width="16px"> <span aria-hidden="true" class="font-normal ml-0.5" data-test-id="social-actions__reaction-count"> 47 </span> </a> <code id="social-actions__reaction-image-APPRECIATION" style="display: none"></code>  <code id="social-actions__reaction-image-EMPATHY" style="display: none"></code> <code id="social-actions__reaction-image-ENTERTAINMENT" style="display: none"></code>  <code id="social-actions__reaction-image-INTEREST" style="display: none"></code> <code id="social-actions__reaction-image-LIKE" style="display: none"></code> <code id="social-actions__reaction-image-MAYBE" style="display: none"></code> <code id="social-actions__reaction-image-PRAISE" style="display: none"></code>  <a href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fposts%2Fmark-germaine-3684aa88_new-publication-im-pleased-to-share-our-activity-7231611511809474561-mPFR&trk=public_post_social-actions-comments" target="_self" data-tracking-control-name="public_post_social-actions-comments" data-tracking-will-navigate class="flex items-center font-normal text-color-text-low-emphasis no-underline visited:text-color-text-low-emphasis before:middot my-1" data-separate-ctas="false" data-test-id="social-actions__comments" data-id="social-actions__comments" data-num-comments="3" data-singular="%numComments% Comment" data-plural="%numComments% Comments"> 3 Comments </a>  </div> <div class="social-action-bar border-t-1 border-solid border-color-border-faint min-h-[44px] items-center flex flex-wrap babybear:justify-around !m-0"> <a class="social-action-bar__button " href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fposts%2Fmark-germaine-3684aa88_new-publication-im-pleased-to-share-our-activity-7231611511809474561-mPFR&trk=public_post_like-cta" data-tracking-control-name="public_post_like-cta" data-tracking-will-navigate> <icon class="social-action-bar__icon " data-svg-class-name="social-action-bar__icon--svg " data-delayed-url="https://static.licdn.com/aero-v1/sc/h/70k0g8kmgdfjjymflqqzipzxj"> </icon> <span class="social-action-bar__button-text "> Like </span> </a> <a class="social-action-bar__button " href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fposts%2Fmark-germaine-3684aa88_new-publication-im-pleased-to-share-our-activity-7231611511809474561-mPFR&trk=public_post_comment-cta" data-tracking-control-name="public_post_comment-cta" data-tracking-will-navigate> <icon class="social-action-bar__icon " data-svg-class-name="social-action-bar__icon--svg " data-delayed-url="https://static.licdn.com/aero-v1/sc/h/4ol9mo4lxvobj5ww3va90wz1o"> </icon> <span class="social-action-bar__button-text "> Comment </span> </a> <code id="i18n_copy_cta_message_success" style="display: none"></code> <code id="i18n_copy_cta_message_error" style="display: none"></code> <div class="collapsible-dropdown flex items-center relative hyphens-auto social-share inline-block relative select-none share-button " data-share-message="Share" data-share-url="https://www.linkedin.com/posts/mark-germaine-3684aa88_new-publication-im-pleased-to-share-our-activity-7231611511809474561-mPFR?utm_source=li_share&utm_content=public_post&utm_medium=g_dt_web"> <button aria-expanded="false" class="social-share__button social-share__button-square social-share-button social-action-bar__button social-share-button--square " aria-label data-tracking-control-name="public_post_social-share_main_button"> <icon class="social-share__button-icon " data-delayed-url="https://static.licdn.com/aero-v1/sc/h/852gyy4s01pfis5qf9k99s6d2" data-svg-class-name="social-share-button-icon social-action-bar__icon--svg "></icon> <span class="social-share__button-text-square social-action-bar__button-text "> Share </span> </button> <ul class="collapsible-dropdown__list hidden container-raised absolute w-auto overflow-y-auto flex-col items-stretch z-1 bottom-auto top-[100%]" role="menu" tabindex="-1"> <li> <button data-tracking-control-name="public_post_social-share_copy" class="social-share__item social-share-item" data-share-service="copy"> <icon class="social-share__item-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/aup4g97pdky3ff73gv9lyhjvx"></icon> <span class="social-share__item-text pl-1">Copy</span> </button> </li> <li> <button data-tracking-control-name="public_post_social-share_linkedin" class="social-share__item social-share-item" data-share-service="linkedin"> <icon class="social-share__item-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/2uoxvguhsfspfnmr6tvfuyw4y" data-svg-class-name="text-color-text"></icon> <span class="social-share__item-text pl-1">LinkedIn</span> </button> </li> <li> <button data-tracking-control-name="public_post_social-share_facebook" class="social-share__item social-share-item" data-share-service="facebook"> <icon class="social-share__item-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/5xkjpykqkamtr6skk0vodqwd2"></icon> <span class="social-share__item-text pl-1">Facebook</span> </button> </li> <li> <button data-tracking-control-name="public_post_social-share_twitter" class="social-share__item social-share-item" data-share-service="twitter"> <icon class="social-share__item-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/4bmfmbwr1b97362o29qmjo1zj"></icon> <span class="social-share__item-text pl-1">Twitter</span> </button> </li>  </ul>  </div>  </div>  <p class="feed-cta-banner__text border-t-1 border-color-surface-border border-solid p-3 text-center text-md text-color-text-low-emphasis"> To view or add a comment, <a href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fposts%2Fmark-germaine-3684aa88_new-publication-im-pleased-to-share-our-activity-7231611511809474561-mPFR&trk=public_post_feed-cta-banner-cta" target="" aria-label="To view or add a comment, sign in" data-tracking-control-name="public_post_feed-cta-banner-cta" data-tracking-will-navigate="true" class="feed-cta-banner__link link">sign in</a> </p> </article> <code id="is-mobile" style="display: none"></code> </div> </li> <li class="mb-1.5"> <div class="link-overlay relative"> <a aria-label="Post by Aaron Dong" class="absolute left-0 top-0 h-full w-full z-1 !border-0" data-tracking-control-name="link-overlay-public_post" href="https://www.linkedin.com/posts/aaron-dong-md_2024-education-in-the-ai-era-activity-7254438482759053313-QB0v" target="_self"></a> <article class="relative px-2 pb-0 bg-color-background-container container-lined pt-1.5 main-feed-activity-card related-posts__crosslink" data-activity-urn="urn:li:activity:7254438482759053313" data-featured-activity-urn="urn:li:activity:7254438482759053313" data-attributed-urn="urn:li:share:7254438482218037248">   <div class="flex"> <div class="base-main-feed-card__entity-lockup"> <div class="flex items-center font-sans mb-1" data-test-id="main-feed-activity-card__entity-lockup"> <a href="https://au.linkedin.com/in/aaron-dong-md?trk=public_post_feed-actor-image" class="relative" data-tracking-control-name="public_post_feed-actor-image" data-tracking-will-navigate> <img class="inline-block relative rounded-[50%] w-6 h-6 " data-delayed-url="https://media.licdn.com/dms/image/v2/D4E03AQHNW59-dg-MEg/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1727760904041?e=2147483647&v=beta&t=yGtZZa5Y1raeIbLettfMNzmFmVxWzO67ivuXxnRclHs" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt="View profile for Aaron Dong, graphic">  </a> <div class="flex flex-col self-start min-w-0 ml-1 "> <div class="text-color-text "> <a class="text-sm link-styled no-underline leading-open" href="https://au.linkedin.com/in/aaron-dong-md?trk=public_post_feed-actor-name" data-tracking-control-name="public_post_feed-actor-name" aria-label="View profile for Aaron Dong" data-tracking-will-navigate> Aaron Dong </a>  </div> <p class="!text-xs text-color-text-low-emphasis leading-[1.33333] m-0 truncate">  AI R&D; Medical student </p> <span class="!text-xs text-color-text-low-emphasis leading-[1.33333] flex"> <time class="flex-none"> 1mo  </time>  </span> </div>  </div> </div> <div class="ellipsis-menu absolute right-0 top-0 main-feed-activity-card__ellipsis-menu !top-auto !relative !mr-1" data-test-id="main-feed-activity-card__ellipsis-menu"> <div class="collapsible-dropdown flex items-center relative hyphens-auto"> <button class="ellipsis-menu__trigger collapsible-dropdown__button btn-md btn-tertiary cursor-pointer !py-[6px] !px-1 flex items-center rounded-[50%] " aria-expanded="false" aria-label="Open menu" data-tracking-control-name="public_post_ellipsis-menu-trigger" tabindex="0"> <icon class="ellipsis-menu__trigger-icon m-0 p-0 centered-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/671xosfpvk4c0kqtyl87hashi"></icon> </button> <ul class="collapsible-dropdown__list hidden container-raised absolute w-auto overflow-y-auto flex-col items-stretch z-1 bottom-auto top-[100%]" role="menu" tabindex="-1"> <li class="ellipsis-menu__item border-t-1 border-solid border-color-border-low-emphasis first-of-type:border-none flex"> <a href="/uas/login?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fposts%2Faaron-dong-md_2024-education-in-the-ai-era-activity-7254438482759053313-QB0v&trk=public_post_ellipsis-menu-semaphore-sign-in-redirect&guestReportContentType=POST&_f=guest-reporting" data-tracking-control-name="public_post_ellipsis-menu-semaphore-sign-in-redirect" data-tracking-will-navigate data-item-type="semaphore" data-semaphore-content-type="POST" data-semaphore-content-urn="urn:li:activity:7254438482759053313" data-semaphore-tracking-prefix="public_post_ellipsis-menu-semaphore" data-is-logged-in="false" data-modal="semaphore__toggle" class="semaphore__toggle visited:text-color-text-secondary ellipsis-menu__semaphore ellipsis-menu__item-button flex items-center w-full p-1 cursor-pointer font-sans text-sm font-bold link-styled focus:link-styled link:no-underline active:bg-color-background-container-tint focus:bg-color-background-container-tint hover:bg-color-background-container-tint outline-offset-[-2px]">  <icon class="ellipsis-menu__item-icon text-color-text h-[24px] w-[24px] mr-1" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/iq0x9q37wj214o129ai1yjut"> </icon> Report this post </a>  </li>  </ul>  </div> </div> </div> <div class="attributed-text-segment-list__container relative mt-1 mb-1.5 babybear:mt-0 babybear:mb-0.5"> <p class="attributed-text-segment-list__content text-color-text !text-sm whitespace-pre-wrap break-words " dir="ltr" data-test-id="main-feed-activity-card__commentary">I find LLMs are good for scaffolding, restructuring and edits but obviously keep the human as the pilot. Good at knowledge retrieval but struggles if you're writing in an esoteric field that requires some deep domain expertise. AI for literature review to generate regex/pattern matching/boolean search would be super helpful. Not able to find a platform for AI-powered research scaffolds, drafting and iteration for my needs. Might make one in the future. </p>  </div> <article aria-label="Reshared post" class="relative pt-1.5 px-2 pb-1 mb-1 babybear:pt-0.5 babybear:pb-0 babybear:mb-0 container-lined bg-color-background-container feed-reshare-content" data-test-id="feed-reshare-content" data-attributed-urn="urn:li:share:7245437701993172992" data-activity-urn="urn:li:activity:7245437702571986944" tabindex="0"> <div class="flex items-center font-sans" data-test-id="feed-reshare-content__entity-lockup"> <a href="https://www.linkedin.com/in/isaac-kohane-729b03?trk=public_post_reshare_feed-actor-image" target="_self" class="relative" data-tracking-control-name="public_post_reshare_feed-actor-image" data-tracking-will-navigate> <img class="inline-block relative rounded-[50%] w-6 h-6 bg-color-entity-ghost-background" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt="View profile for Isaac Kohane, graphic">  </a> <div class="flex flex-col self-start min-w-0 ml-1 "> <div class="text-color-text "> <a class="text-sm link-styled no-underline leading-open" href="https://www.linkedin.com/in/isaac-kohane-729b03?trk=public_post_reshare_feed-actor-name" target="_self" data-tracking-control-name="public_post_reshare_feed-actor-name" aria-label="View profile for Isaac Kohane" data-tracking-will-navigate> Isaac Kohane </a>  </div>  <span class="!text-xs text-color-text-low-emphasis leading-[1.33333] flex"> <time class="flex-none"> 2mo  </time>  </span> </div>  </div> <div class="attributed-text-segment-list__container relative mt-1 mb-1.5 babybear:mt-0 babybear:mb-0.5"> <p class="attributed-text-segment-list__content text-color-text !text-sm whitespace-pre-wrap break-words " dir="ltr" data-test-id="feed-reshare-content__commentary">Doctoral students: your science, your life, your career will be better if AI writes your doctoral thesis. Come hear why and see if you agree @harvardmed as I foolishly agreed to debate my thesis advisor Peter Szolovits @MIT @MIT_CSAIL <a class="link" href="https://www.linkedin.com/redir/redirect?url=https%3A%2F%2Flnkd%2Ein%2FegF2GKPE&urlhash=TK95&trk=public_post_reshare-text" target="_self" rel="nofollow" data-tracking-control-name="public_post_reshare-text" data-tracking-will-navigate>https://lnkd.in/egF2GKPE</a></p>  </div>  <a href="https://www.linkedin.com/redir/redirect?url=https%3A%2F%2Fdbmi%2Ehms%2Eharvard%2Eedu%2Fevents%2Fprecision-medicine-annual-conference%2F2024-education-ai-era&urlhash=QTNp&trk=public_post_reshare_feed-article-content" target="_self" data-tracking-control-name="public_post_reshare_feed-article-content" data-tracking-will-navigate class="flex flex-col feed-article-content" data-test-id="article-content"> <img alt="2024: Education in the AI Era" class="lazy-load w-main-feed-card-media object-cover babybear:max-h-[400px]" data-delayed-url="https://media.licdn.com/dms/image/sync/v2/D5627AQGkzJ7HbXEeqA/articleshare-shrink_800/articleshare-shrink_800/0/1724359515076?e=2147483647&v=beta&t=CsF6to7bhxqh2YZzNBos9SjcG3eoxi-jfKGsh0XMlAQ" data-ghost-classes="tw-feed-content-ghost-image" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/42byfw7gh464l64dlwodbbdez">  <section class="flex justify-between article-content__header py-1"> <header> <h2 class="tw-feed-content-title" dir="ltr" data-test-id="article-content__title"> 2024: Education in the AI Era </h2> <h3 class="tw-feed-content-subtitle" data-test-id="article-content__subtitle"> dbmi.hms.harvard.edu </h3> </header>  </section> </a> </article> <code id="i18n_reaction_singular" style="display: none"></code> <code id="i18n_reactions_plural" style="display: none"></code> <div class="flex items-center font-sans text-sm babybear:text-xs main-feed-activity-card__social-actions"> <a href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fposts%2Faaron-dong-md_2024-education-in-the-ai-era-activity-7254438482759053313-QB0v&trk=public_post_social-actions-reactions" target="_self" data-tracking-control-name="public_post_social-actions-reactions" data-tracking-will-navigate class="flex items-center font-normal text-color-text-low-emphasis no-underline visited:text-color-text-low-emphasis my-1" aria-label="1 Reaction" data-separate-ctas="false" data-test-id="social-actions__reactions" data-id="social-actions__reactions" data-num-reactions="1" data-singular="%numReactions%" data-plural="%numReactions%" tabindex="0"> <img alt data-reaction-type="LIKE" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9sun4diznbhgyelaeryxy75ur" height="16px" width="16px"> <span aria-hidden="true" class="font-normal ml-0.5" data-test-id="social-actions__reaction-count"> 1 </span> </a> <code id="social-actions__reaction-image-APPRECIATION" style="display: none"></code>  <code id="social-actions__reaction-image-EMPATHY" style="display: none"></code> <code id="social-actions__reaction-image-ENTERTAINMENT" style="display: none"></code>  <code id="social-actions__reaction-image-INTEREST" style="display: none"></code> <code id="social-actions__reaction-image-LIKE" style="display: none"></code> <code id="social-actions__reaction-image-MAYBE" style="display: none"></code> <code id="social-actions__reaction-image-PRAISE" style="display: none"></code>  </div> <div class="social-action-bar border-t-1 border-solid border-color-border-faint min-h-[44px] items-center flex flex-wrap babybear:justify-around !m-0"> <a class="social-action-bar__button " href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fposts%2Faaron-dong-md_2024-education-in-the-ai-era-activity-7254438482759053313-QB0v&trk=public_post_like-cta" data-tracking-control-name="public_post_like-cta" data-tracking-will-navigate> <icon class="social-action-bar__icon " data-svg-class-name="social-action-bar__icon--svg " data-delayed-url="https://static.licdn.com/aero-v1/sc/h/70k0g8kmgdfjjymflqqzipzxj"> </icon> <span class="social-action-bar__button-text "> Like </span> </a> <a class="social-action-bar__button " href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fposts%2Faaron-dong-md_2024-education-in-the-ai-era-activity-7254438482759053313-QB0v&trk=public_post_comment-cta" data-tracking-control-name="public_post_comment-cta" data-tracking-will-navigate> <icon class="social-action-bar__icon " data-svg-class-name="social-action-bar__icon--svg " data-delayed-url="https://static.licdn.com/aero-v1/sc/h/4ol9mo4lxvobj5ww3va90wz1o"> </icon> <span class="social-action-bar__button-text "> Comment </span> </a> <code id="i18n_copy_cta_message_success" style="display: none"></code> <code id="i18n_copy_cta_message_error" style="display: none"></code> <div class="collapsible-dropdown flex items-center relative hyphens-auto social-share inline-block relative select-none share-button " data-share-message="Share" data-share-url="https://www.linkedin.com/posts/aaron-dong-md_2024-education-in-the-ai-era-activity-7254438482759053313-QB0v?utm_source=li_share&utm_content=public_post&utm_medium=g_dt_web"> <button aria-expanded="false" class="social-share__button social-share__button-square social-share-button social-action-bar__button social-share-button--square " aria-label data-tracking-control-name="public_post_social-share_main_button"> <icon class="social-share__button-icon " data-delayed-url="https://static.licdn.com/aero-v1/sc/h/852gyy4s01pfis5qf9k99s6d2" data-svg-class-name="social-share-button-icon social-action-bar__icon--svg "></icon> <span class="social-share__button-text-square social-action-bar__button-text "> Share </span> </button> <ul class="collapsible-dropdown__list hidden container-raised absolute w-auto overflow-y-auto flex-col items-stretch z-1 bottom-auto top-[100%]" role="menu" tabindex="-1"> <li> <button data-tracking-control-name="public_post_social-share_copy" class="social-share__item social-share-item" data-share-service="copy"> <icon class="social-share__item-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/aup4g97pdky3ff73gv9lyhjvx"></icon> <span class="social-share__item-text pl-1">Copy</span> </button> </li> <li> <button data-tracking-control-name="public_post_social-share_linkedin" class="social-share__item social-share-item" data-share-service="linkedin"> <icon class="social-share__item-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/2uoxvguhsfspfnmr6tvfuyw4y" data-svg-class-name="text-color-text"></icon> <span class="social-share__item-text pl-1">LinkedIn</span> </button> </li> <li> <button data-tracking-control-name="public_post_social-share_facebook" class="social-share__item social-share-item" data-share-service="facebook"> <icon class="social-share__item-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/5xkjpykqkamtr6skk0vodqwd2"></icon> <span class="social-share__item-text pl-1">Facebook</span> </button> </li> <li> <button data-tracking-control-name="public_post_social-share_twitter" class="social-share__item social-share-item" data-share-service="twitter"> <icon class="social-share__item-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/4bmfmbwr1b97362o29qmjo1zj"></icon> <span class="social-share__item-text pl-1">Twitter</span> </button> </li>  </ul>  </div>  </div>  <p class="feed-cta-banner__text border-t-1 border-color-surface-border border-solid p-3 text-center text-md text-color-text-low-emphasis"> To view or add a comment, <a href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fposts%2Faaron-dong-md_2024-education-in-the-ai-era-activity-7254438482759053313-QB0v&trk=public_post_feed-cta-banner-cta" target="" aria-label="To view or add a comment, sign in" data-tracking-control-name="public_post_feed-cta-banner-cta" data-tracking-will-navigate="true" class="feed-cta-banner__link link">sign in</a> </p> </article> <code id="is-mobile" style="display: none"></code> </div> </li> <li class="mb-1.5"> <div class="link-overlay relative"> <a aria-label="Post by Karen Pien" class="absolute left-0 top-0 h-full w-full z-1 !border-0" data-tracking-control-name="link-overlay-public_post" href="https://www.linkedin.com/posts/karen-pien-68400530_uzb-solventum-autocoding-activity-7211613409698562049-uUfs" target="_self"></a> <article class="relative px-2 pb-0 bg-color-background-container container-lined pt-1.5 main-feed-activity-card related-posts__crosslink" data-activity-urn="urn:li:activity:7211613409698562049" data-featured-activity-urn="urn:li:activity:7211613409698562049" data-attributed-urn="urn:li:share:7211613407773392896">   <div class="flex"> <div class="base-main-feed-card__entity-lockup"> <div class="flex items-center font-sans mb-1" data-test-id="main-feed-activity-card__entity-lockup"> <a href="https://be.linkedin.com/in/karen-pien-68400530?trk=public_post_feed-actor-image" class="relative" data-tracking-control-name="public_post_feed-actor-image" data-tracking-will-navigate> <img class="inline-block relative rounded-[50%] w-6 h-6 " data-delayed-url="https://media.licdn.com/dms/image/v2/C5603AQHhNxZRQeRygQ/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1516437123755?e=2147483647&v=beta&t=lkGfVg4USqee2wlz2VC0ujmGE65UGtqceOB7ExMisgg" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt="View profile for Karen Pien, graphic">  </a> <div class="flex flex-col self-start min-w-0 ml-1 "> <div class="text-color-text "> <a class="text-sm link-styled no-underline leading-open" href="https://be.linkedin.com/in/karen-pien-68400530?trk=public_post_feed-actor-name" data-tracking-control-name="public_post_feed-actor-name" aria-label="View profile for Karen Pien" data-tracking-will-navigate> Karen Pien </a>  </div> <p class="!text-xs text-color-text-low-emphasis leading-[1.33333] m-0 truncate">  Department Head of the Medical Registration team and Co-founder Villa Resilience at UZ Brussel </p> <span class="!text-xs text-color-text-low-emphasis leading-[1.33333] flex"> <time class="flex-none"> 5mo  </time>  </span> </div>  </div> </div> <div class="ellipsis-menu absolute right-0 top-0 main-feed-activity-card__ellipsis-menu !top-auto !relative !mr-1" data-test-id="main-feed-activity-card__ellipsis-menu"> <div class="collapsible-dropdown flex items-center relative hyphens-auto"> <button class="ellipsis-menu__trigger collapsible-dropdown__button btn-md btn-tertiary cursor-pointer !py-[6px] !px-1 flex items-center rounded-[50%] " aria-expanded="false" aria-label="Open menu" data-tracking-control-name="public_post_ellipsis-menu-trigger" tabindex="0"> <icon class="ellipsis-menu__trigger-icon m-0 p-0 centered-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/671xosfpvk4c0kqtyl87hashi"></icon> </button> <ul class="collapsible-dropdown__list hidden container-raised absolute w-auto overflow-y-auto flex-col items-stretch z-1 bottom-auto top-[100%]" role="menu" tabindex="-1"> <li class="ellipsis-menu__item border-t-1 border-solid border-color-border-low-emphasis first-of-type:border-none flex"> <a href="/uas/login?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fposts%2Fkaren-pien-68400530_uzb-solventum-autocoding-activity-7211613409698562049-uUfs&trk=public_post_ellipsis-menu-semaphore-sign-in-redirect&guestReportContentType=POST&_f=guest-reporting" data-tracking-control-name="public_post_ellipsis-menu-semaphore-sign-in-redirect" data-tracking-will-navigate data-item-type="semaphore" data-semaphore-content-type="POST" data-semaphore-content-urn="urn:li:activity:7211613409698562049" data-semaphore-tracking-prefix="public_post_ellipsis-menu-semaphore" data-is-logged-in="false" data-modal="semaphore__toggle" class="semaphore__toggle visited:text-color-text-secondary ellipsis-menu__semaphore ellipsis-menu__item-button flex items-center w-full p-1 cursor-pointer font-sans text-sm font-bold link-styled focus:link-styled link:no-underline active:bg-color-background-container-tint focus:bg-color-background-container-tint hover:bg-color-background-container-tint outline-offset-[-2px]">  <icon class="ellipsis-menu__item-icon text-color-text h-[24px] w-[24px] mr-1" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/iq0x9q37wj214o129ai1yjut"> </icon> Report this post </a>  </li>  </ul>  </div> </div> </div> <div class="attributed-text-segment-list__container relative mt-1 mb-1.5 babybear:mt-0 babybear:mb-0.5"> <p class="attributed-text-segment-list__content text-color-text !text-sm whitespace-pre-wrap break-words " dir="ltr" data-test-id="main-feed-activity-card__commentary">As the Head of the Medical Registration Department at University Hospital Brussels, we're at the forefront of healthcare innovation, being one of four Belgian hospitals collaborating with Solventum on the 360 Encompass project. This sophisticated software serves a dual purpose: firstly, to automate the coding of daycare admissions, significantly alleviating the workload of our medical coding team. This automation allows our highly skilled coders to focus on complex cases, leveraging their expertise to achieve superior outcomes. Secondly, 360 Encompass enhances our coding processes through computer-assisted coding, enabling faster, more accurate, and standardized coding. A key challenge we've addressed is enhancing AI literacy within our team. We were privileged to host Dr. Max Kontak, a distinguished data scientist from Solventum's R&D team, who skillfully demystified AI concepts for us—from the basics to complex neural networks. His visit significantly reduced the team's frustration and increased their appreciation for this innovative approach. As the department head, I've realized the critical importance of continuous education in the ever-evolving field of AI. Connecting this experience with the Inner Development Goals (IDG's), we've notably strengthened two cognitive skills in our team's Thinking Domain: long-term Orientation and Visioning, alongside Complexity Awareness. These advancements are crucial as we continue to navigate and lead in this complex world of AI-driven healthcare. <a class="link" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fuzb&trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>#UZB</a> <a class="link" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fsolventum&trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>#Solventum</a> <a class="link" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fautocoding&trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>#Autocoding</a> <a class="link" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Ficd10&trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>#ICD10</a> <a class="link" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fidg&trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>#IDG</a> </p>  </div> <ul class="grid grid-cols-6 grid-rows-[60%_40%] w-main-feed-card-media feed-images-content list-none pl-0 " data-test-id="feed-images-content"> <li class="bg-color-background-container-tint text-[0px] col-span-full row-span-full relative" data-test-id="feed-images-content__list-item" data-position="0"> <img class="lazy-load w-full object-cover object-center h-full babybear:max-h-[400px]" data-delayed-url="https://media.licdn.com/dms/image/v2/D4D22AQGqIAsiaScUpw/feedshare-shrink_2048_1536/feedshare-shrink_2048_1536/0/1719382621184?e=2147483647&v=beta&t=1urTDA5CZkOl9qd1FxLxc5Lf-94TV7y0ha749ILKWTo" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/921ynb2z53z33mhm3061qvjag" alt="No alternative text description for this image">  <button class="c2pa-button flex items-center justify-center absolute top-0 left-0 z-1 w-[48px] h-[48px]" data-test-id="public_post__c2pa-overlay" data-tracking-control-name="public_post_c2pa-cta" data-id="view-c2pa" data-feed-control="c2pa_button" data-feed-action-type="viewContentCredentials" data-app="App or device used: ChatGPT" data-issued-by="Content Credentials issued by: OpenAI" data-issued-at="Content Credentials issue date: Jun 26, 2024"> <span class="flex items-center justify-center rounded-full h-[24px] w-[24px] bg-color-background-scrim"> <label class="sr-only">View C2PA information</label> <img class="c2pa-button__credential-icon h-[16px] w-[16px]" data-svg-class-name="c2pa-button__credential-icon-svg h-[24px] w-[24px]" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/dur0ryw0e9uscxa9b6zqvgvfs" alt> </span> </button> </li> </ul>  <code id="i18n_reaction_singular" style="display: none"></code> <code id="i18n_reactions_plural" style="display: none"></code> <div class="flex items-center font-sans text-sm babybear:text-xs main-feed-activity-card__social-actions"> <a href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fposts%2Fkaren-pien-68400530_uzb-solventum-autocoding-activity-7211613409698562049-uUfs&trk=public_post_social-actions-reactions" target="_self" data-tracking-control-name="public_post_social-actions-reactions" data-tracking-will-navigate class="flex items-center font-normal text-color-text-low-emphasis no-underline visited:text-color-text-low-emphasis my-1" aria-label="23 Reactions" data-separate-ctas="false" data-test-id="social-actions__reactions" data-id="social-actions__reactions" data-num-reactions="23" data-singular="%numReactions%" data-plural="%numReactions%" tabindex="0"> <img alt data-reaction-type="LIKE" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9sun4diznbhgyelaeryxy75ur" height="16px" width="16px"> <img alt data-reaction-type="PRAISE" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cjrxeu0ese8oxe32kiom8kzoh" height="16px" width="16px"> <span aria-hidden="true" class="font-normal ml-0.5" data-test-id="social-actions__reaction-count"> 23 </span> </a> <code id="social-actions__reaction-image-APPRECIATION" style="display: none"></code>  <code id="social-actions__reaction-image-EMPATHY" style="display: none"></code> <code id="social-actions__reaction-image-ENTERTAINMENT" style="display: none"></code>  <code id="social-actions__reaction-image-INTEREST" style="display: none"></code> <code id="social-actions__reaction-image-LIKE" style="display: none"></code> <code id="social-actions__reaction-image-MAYBE" style="display: none"></code> <code id="social-actions__reaction-image-PRAISE" style="display: none"></code>  <a href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fposts%2Fkaren-pien-68400530_uzb-solventum-autocoding-activity-7211613409698562049-uUfs&trk=public_post_social-actions-comments" target="_self" data-tracking-control-name="public_post_social-actions-comments" data-tracking-will-navigate class="flex items-center font-normal text-color-text-low-emphasis no-underline visited:text-color-text-low-emphasis before:middot my-1" data-separate-ctas="false" data-test-id="social-actions__comments" data-id="social-actions__comments" data-num-comments="2" data-singular="%numComments% Comment" data-plural="%numComments% Comments"> 2 Comments </a>  </div> <div class="social-action-bar border-t-1 border-solid border-color-border-faint min-h-[44px] items-center flex flex-wrap babybear:justify-around !m-0"> <a class="social-action-bar__button " href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fposts%2Fkaren-pien-68400530_uzb-solventum-autocoding-activity-7211613409698562049-uUfs&trk=public_post_like-cta" data-tracking-control-name="public_post_like-cta" data-tracking-will-navigate> <icon class="social-action-bar__icon " data-svg-class-name="social-action-bar__icon--svg " data-delayed-url="https://static.licdn.com/aero-v1/sc/h/70k0g8kmgdfjjymflqqzipzxj"> </icon> <span class="social-action-bar__button-text "> Like </span> </a> <a class="social-action-bar__button " href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fposts%2Fkaren-pien-68400530_uzb-solventum-autocoding-activity-7211613409698562049-uUfs&trk=public_post_comment-cta" data-tracking-control-name="public_post_comment-cta" data-tracking-will-navigate> <icon class="social-action-bar__icon " data-svg-class-name="social-action-bar__icon--svg " data-delayed-url="https://static.licdn.com/aero-v1/sc/h/4ol9mo4lxvobj5ww3va90wz1o"> </icon> <span class="social-action-bar__button-text "> Comment </span> </a> <code id="i18n_copy_cta_message_success" style="display: none"></code> <code id="i18n_copy_cta_message_error" style="display: none"></code> <div class="collapsible-dropdown flex items-center relative hyphens-auto social-share inline-block relative select-none share-button " data-share-message="Share" data-share-url="https://www.linkedin.com/posts/karen-pien-68400530_uzb-solventum-autocoding-activity-7211613409698562049-uUfs?utm_source=li_share&utm_content=public_post&utm_medium=g_dt_web"> <button aria-expanded="false" class="social-share__button social-share__button-square social-share-button social-action-bar__button social-share-button--square " aria-label data-tracking-control-name="public_post_social-share_main_button"> <icon class="social-share__button-icon " data-delayed-url="https://static.licdn.com/aero-v1/sc/h/852gyy4s01pfis5qf9k99s6d2" data-svg-class-name="social-share-button-icon social-action-bar__icon--svg "></icon> <span class="social-share__button-text-square social-action-bar__button-text "> Share </span> </button> <ul class="collapsible-dropdown__list hidden container-raised absolute w-auto overflow-y-auto flex-col items-stretch z-1 bottom-auto top-[100%]" role="menu" tabindex="-1"> <li> <button data-tracking-control-name="public_post_social-share_copy" class="social-share__item social-share-item" data-share-service="copy"> <icon class="social-share__item-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/aup4g97pdky3ff73gv9lyhjvx"></icon> <span class="social-share__item-text pl-1">Copy</span> </button> </li> <li> <button data-tracking-control-name="public_post_social-share_linkedin" class="social-share__item social-share-item" data-share-service="linkedin"> <icon class="social-share__item-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/2uoxvguhsfspfnmr6tvfuyw4y" data-svg-class-name="text-color-text"></icon> <span class="social-share__item-text pl-1">LinkedIn</span> </button> </li> <li> <button data-tracking-control-name="public_post_social-share_facebook" class="social-share__item social-share-item" data-share-service="facebook"> <icon class="social-share__item-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/5xkjpykqkamtr6skk0vodqwd2"></icon> <span class="social-share__item-text pl-1">Facebook</span> </button> </li> <li> <button data-tracking-control-name="public_post_social-share_twitter" class="social-share__item social-share-item" data-share-service="twitter"> <icon class="social-share__item-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/4bmfmbwr1b97362o29qmjo1zj"></icon> <span class="social-share__item-text pl-1">Twitter</span> </button> </li>  </ul>  </div>  </div>  <p class="feed-cta-banner__text border-t-1 border-color-surface-border border-solid p-3 text-center text-md text-color-text-low-emphasis"> To view or add a comment, <a href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fposts%2Fkaren-pien-68400530_uzb-solventum-autocoding-activity-7211613409698562049-uUfs&trk=public_post_feed-cta-banner-cta" target="" aria-label="To view or add a comment, sign in" data-tracking-control-name="public_post_feed-cta-banner-cta" data-tracking-will-navigate="true" class="feed-cta-banner__link link">sign in</a> </p> </article> <code id="is-mobile" style="display: none"></code> </div> </li> <li class="mb-1.5"> <div class="link-overlay relative"> <a aria-label="Post by Lawsuit Help Desk" class="absolute left-0 top-0 h-full w-full z-1 !border-0" data-tracking-control-name="link-overlay-public_post" href="https://www.linkedin.com/posts/lawsuit-help-desk_scholarlypackage-serpapi-stopiterationerror-activity-7159671874631704576-_GcJ" target="_self"></a> <article class="relative px-2 pb-0 bg-color-background-container container-lined pt-1.5 main-feed-activity-card related-posts__crosslink" data-activity-urn="urn:li:activity:7159671874631704576" data-featured-activity-urn="urn:li:activity:7159671874631704576" data-attributed-urn="urn:li:share:7159671871418810368">   <div class="flex"> <div class="base-main-feed-card__entity-lockup"> <div class="flex items-center font-sans mb-1" data-test-id="main-feed-activity-card__entity-lockup"> <a href="https://www.linkedin.com/company/lawsuit-help-desk?trk=public_post_feed-actor-image" class="relative" data-tracking-control-name="public_post_feed-actor-image" data-tracking-will-navigate> <img class="inline-block relative w-6 h-6 " data-delayed-url="https://media.licdn.com/dms/image/v2/D4E0BAQHTROG9nyJaUQ/company-logo_100_100/company-logo_100_100/0/1684375399110/lawsuit_help_desk_logo?e=2147483647&v=beta&t=QnY2gg5W2QL7EnvXg_ECeCUby5tX0PTpAwAewvXwQjw" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/cs8pjfgyw96g44ln9r7tct85f" alt="View organization page for Lawsuit Help Desk, graphic">  </a> <div class="flex flex-col self-start min-w-0 ml-1 "> <div class="text-color-text "> <a class="text-sm link-styled no-underline leading-open" href="https://www.linkedin.com/company/lawsuit-help-desk?trk=public_post_feed-actor-name" data-tracking-control-name="public_post_feed-actor-name" aria-label="View organization page for Lawsuit Help Desk" data-tracking-will-navigate> Lawsuit Help Desk </a>  </div> <p class="!text-xs text-color-text-low-emphasis leading-[1.33333] m-0 truncate">  26 followers </p> <span class="!text-xs text-color-text-low-emphasis leading-[1.33333] flex"> <time class="flex-none"> 9mo  </time>  </span> </div>  </div> </div> <div class="ellipsis-menu absolute right-0 top-0 main-feed-activity-card__ellipsis-menu !top-auto !relative !mr-1" data-test-id="main-feed-activity-card__ellipsis-menu"> <div class="collapsible-dropdown flex items-center relative hyphens-auto"> <button class="ellipsis-menu__trigger collapsible-dropdown__button btn-md btn-tertiary cursor-pointer !py-[6px] !px-1 flex items-center rounded-[50%] " aria-expanded="false" aria-label="Open menu" data-tracking-control-name="public_post_ellipsis-menu-trigger" tabindex="0"> <icon class="ellipsis-menu__trigger-icon m-0 p-0 centered-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/671xosfpvk4c0kqtyl87hashi"></icon> </button> <ul class="collapsible-dropdown__list hidden container-raised absolute w-auto overflow-y-auto flex-col items-stretch z-1 bottom-auto top-[100%]" role="menu" tabindex="-1"> <li class="ellipsis-menu__item border-t-1 border-solid border-color-border-low-emphasis first-of-type:border-none flex"> <a href="/uas/login?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fposts%2Flawsuit-help-desk_scholarlypackage-serpapi-stopiterationerror-activity-7159671874631704576-_GcJ&trk=public_post_ellipsis-menu-semaphore-sign-in-redirect&guestReportContentType=POST&_f=guest-reporting" data-tracking-control-name="public_post_ellipsis-menu-semaphore-sign-in-redirect" data-tracking-will-navigate data-item-type="semaphore" data-semaphore-content-type="POST" data-semaphore-content-urn="urn:li:activity:7159671874631704576" data-semaphore-tracking-prefix="public_post_ellipsis-menu-semaphore" data-is-logged-in="false" data-modal="semaphore__toggle" class="semaphore__toggle visited:text-color-text-secondary ellipsis-menu__semaphore ellipsis-menu__item-button flex items-center w-full p-1 cursor-pointer font-sans text-sm font-bold link-styled focus:link-styled link:no-underline active:bg-color-background-container-tint focus:bg-color-background-container-tint hover:bg-color-background-container-tint outline-offset-[-2px]">  <icon class="ellipsis-menu__item-icon text-color-text h-[24px] w-[24px] mr-1" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/iq0x9q37wj214o129ai1yjut"> </icon> Report this post </a>  </li>  </ul>  </div> </div> </div> <div class="attributed-text-segment-list__container relative mt-1 mb-1.5 babybear:mt-0 babybear:mb-0.5"> <p class="attributed-text-segment-list__content text-color-text !text-sm whitespace-pre-wrap break-words " dir="ltr" data-test-id="main-feed-activity-card__commentary">Have you ever wondered how the worlds of academia and industry intersect in the realm of medical research? Our recent blog post, titled Decoding the Scholarly Package: An In-Depth Analysis of Medical Research and the Power of Google Scholar Profiles offers a fascinating deep-dive into this subject. It elucidates how tools like the <a class="link" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fscholarlypackage&trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>#ScholarlyPackage</a> and <a class="link" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fserpapi&trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>#SerpApi</a> are revolutionizing how we extract information from Google Scholar profiles. The article also puts a spotlight on prominent scholars like Professor Martin Banks, whose impressive citation count of 22,559 exemplifies his significant influence in the fields of vision science, psychology, and neuroscience. On the flip side, we also explore industry-linked individuals such as Adam Lobel from Blizzard Entertainment, who, with 3,050 citations, epitomizes the vibrant intersection of gaming and emotion regulation research. We address common challenges faced by researchers, such as the notorious <a class="link" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fstopiterationerror&trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>#StopIterationError</a>, and offer practical solutions. Want more flexibility? The article takes you on a tour of <a class="link" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fserpapi&trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>#SerpApi</a>, a paid API service that provides an alternative gateway to scholarly information. As we delve deeper into the world of medical research, it's evident that the power of Google Scholar, bolstered by tools like the scholarly package and SerpApi, serves as a beacon, guiding us through the intricate web of academia and industry. Through this exploration, we deepen our understanding of the world and the ongoing contributions of scholars. This is the power and promise of Google Scholar in medical research and beyond, a testament to the ceaseless pursuit of knowledge. Share this enlightening journey with fellow enthusiasts and scholars, as we continue to navigate the complex waters of medical research. Are you ready to uncover the immense potential of Google Scholar profiles? <a class="link" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fmedicalresearch&trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>#MedicalResearch</a> <a class="link" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fgooglescholar&trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>#GoogleScholar</a> <a class="link" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Facademiaindustryintersection&trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>#AcademiaIndustryIntersection</a> <a class="link" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fdatamining&trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>#DataMining</a> Read more on our blog: <a class="link" href="https://www.linkedin.com/redir/redirect?url=https%3A%2F%2Flnkd%2Ein%2FerWAuGP9&urlhash=nUMm&trk=public_post-text" target="_self" rel="nofollow" data-tracking-control-name="public_post-text" data-tracking-will-navigate>https://lnkd.in/erWAuGP9</a></p>  </div> <ul class="grid grid-cols-6 grid-rows-[60%_40%] w-main-feed-card-media feed-images-content list-none pl-0 " data-test-id="feed-images-content"> <li class="bg-color-background-container-tint text-[0px] col-span-full row-span-full " data-test-id="feed-images-content__list-item" data-position="0"> <img class="lazy-load w-full object-cover object-center h-full babybear:max-h-[400px]" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E10AQHQvTq5e3BbEQ/image-shrink_1280/image-shrink_1280/0/1706998803214?e=2147483647&v=beta&t=oZiHBXQAd-R0N8aBxZFBTN-wqOumisuOxuRC7TKv4-U" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/921ynb2z53z33mhm3061qvjag" alt="No alternative text description for this image">  </li> </ul>  <code id="i18n_reaction_singular" style="display: none"></code> <code id="i18n_reactions_plural" style="display: none"></code> <div class="flex items-center font-sans text-sm babybear:text-xs main-feed-activity-card__social-actions"> <a href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fposts%2Flawsuit-help-desk_scholarlypackage-serpapi-stopiterationerror-activity-7159671874631704576-_GcJ&trk=public_post_social-actions-reactions" target="_self" data-tracking-control-name="public_post_social-actions-reactions" data-tracking-will-navigate class="flex items-center font-normal text-color-text-low-emphasis no-underline visited:text-color-text-low-emphasis my-1" aria-label="2 Reactions" data-separate-ctas="false" data-test-id="social-actions__reactions" data-id="social-actions__reactions" data-num-reactions="2" data-singular="%numReactions%" data-plural="%numReactions%" tabindex="0"> <img alt data-reaction-type="LIKE" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9sun4diznbhgyelaeryxy75ur" height="16px" width="16px"> <span aria-hidden="true" class="font-normal ml-0.5" data-test-id="social-actions__reaction-count"> 2 </span> </a> <code id="social-actions__reaction-image-APPRECIATION" style="display: none"></code>  <code id="social-actions__reaction-image-EMPATHY" style="display: none"></code> <code id="social-actions__reaction-image-ENTERTAINMENT" style="display: none"></code>  <code id="social-actions__reaction-image-INTEREST" style="display: none"></code> <code id="social-actions__reaction-image-LIKE" style="display: none"></code> <code id="social-actions__reaction-image-MAYBE" style="display: none"></code> <code id="social-actions__reaction-image-PRAISE" style="display: none"></code>  <a href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fposts%2Flawsuit-help-desk_scholarlypackage-serpapi-stopiterationerror-activity-7159671874631704576-_GcJ&trk=public_post_social-actions-comments" target="_self" data-tracking-control-name="public_post_social-actions-comments" data-tracking-will-navigate class="flex items-center font-normal text-color-text-low-emphasis no-underline visited:text-color-text-low-emphasis before:middot my-1" data-separate-ctas="false" data-test-id="social-actions__comments" data-id="social-actions__comments" data-num-comments="1" data-singular="%numComments% Comment" data-plural="%numComments% Comments"> 1 Comment </a>  </div> <div class="social-action-bar border-t-1 border-solid border-color-border-faint min-h-[44px] items-center flex flex-wrap babybear:justify-around !m-0"> <a class="social-action-bar__button " href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fposts%2Flawsuit-help-desk_scholarlypackage-serpapi-stopiterationerror-activity-7159671874631704576-_GcJ&trk=public_post_like-cta" data-tracking-control-name="public_post_like-cta" data-tracking-will-navigate> <icon class="social-action-bar__icon " data-svg-class-name="social-action-bar__icon--svg " data-delayed-url="https://static.licdn.com/aero-v1/sc/h/70k0g8kmgdfjjymflqqzipzxj"> </icon> <span class="social-action-bar__button-text "> Like </span> </a> <a class="social-action-bar__button " href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fposts%2Flawsuit-help-desk_scholarlypackage-serpapi-stopiterationerror-activity-7159671874631704576-_GcJ&trk=public_post_comment-cta" data-tracking-control-name="public_post_comment-cta" data-tracking-will-navigate> <icon class="social-action-bar__icon " data-svg-class-name="social-action-bar__icon--svg " data-delayed-url="https://static.licdn.com/aero-v1/sc/h/4ol9mo4lxvobj5ww3va90wz1o"> </icon> <span class="social-action-bar__button-text "> Comment </span> </a> <code id="i18n_copy_cta_message_success" style="display: none"></code> <code id="i18n_copy_cta_message_error" style="display: none"></code> <div class="collapsible-dropdown flex items-center relative hyphens-auto social-share inline-block relative select-none share-button " data-share-message="Share" data-share-url="https://www.linkedin.com/posts/lawsuit-help-desk_scholarlypackage-serpapi-stopiterationerror-activity-7159671874631704576-_GcJ?utm_source=li_share&utm_content=public_post&utm_medium=g_dt_web"> <button aria-expanded="false" class="social-share__button social-share__button-square social-share-button social-action-bar__button social-share-button--square " aria-label data-tracking-control-name="public_post_social-share_main_button"> <icon class="social-share__button-icon " data-delayed-url="https://static.licdn.com/aero-v1/sc/h/852gyy4s01pfis5qf9k99s6d2" data-svg-class-name="social-share-button-icon social-action-bar__icon--svg "></icon> <span class="social-share__button-text-square social-action-bar__button-text "> Share </span> </button> <ul class="collapsible-dropdown__list hidden container-raised absolute w-auto overflow-y-auto flex-col items-stretch z-1 bottom-auto top-[100%]" role="menu" tabindex="-1"> <li> <button data-tracking-control-name="public_post_social-share_copy" class="social-share__item social-share-item" data-share-service="copy"> <icon class="social-share__item-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/aup4g97pdky3ff73gv9lyhjvx"></icon> <span class="social-share__item-text pl-1">Copy</span> </button> </li> <li> <button data-tracking-control-name="public_post_social-share_linkedin" class="social-share__item social-share-item" data-share-service="linkedin"> <icon class="social-share__item-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/2uoxvguhsfspfnmr6tvfuyw4y" data-svg-class-name="text-color-text"></icon> <span class="social-share__item-text pl-1">LinkedIn</span> </button> </li> <li> <button data-tracking-control-name="public_post_social-share_facebook" class="social-share__item social-share-item" data-share-service="facebook"> <icon class="social-share__item-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/5xkjpykqkamtr6skk0vodqwd2"></icon> <span class="social-share__item-text pl-1">Facebook</span> </button> </li> <li> <button data-tracking-control-name="public_post_social-share_twitter" class="social-share__item social-share-item" data-share-service="twitter"> <icon class="social-share__item-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/4bmfmbwr1b97362o29qmjo1zj"></icon> <span class="social-share__item-text pl-1">Twitter</span> </button> </li>  </ul>  </div>  </div>  <p class="feed-cta-banner__text border-t-1 border-color-surface-border border-solid p-3 text-center text-md text-color-text-low-emphasis"> To view or add a comment, <a href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fposts%2Flawsuit-help-desk_scholarlypackage-serpapi-stopiterationerror-activity-7159671874631704576-_GcJ&trk=public_post_feed-cta-banner-cta" target="" aria-label="To view or add a comment, sign in" data-tracking-control-name="public_post_feed-cta-banner-cta" data-tracking-will-navigate="true" class="feed-cta-banner__link link">sign in</a> </p> </article> <code id="is-mobile" style="display: none"></code> </div> </li> <li class="mb-1.5"> <div class="link-overlay relative"> <a aria-label="Post by Dr. Eva Kelly" class="absolute left-0 top-0 h-full w-full z-1 !border-0" data-tracking-control-name="link-overlay-public_post" href="https://www.linkedin.com/posts/dr-eva-kelly_lifesciences-qualityassurance-stem-activity-7254893760533184515-iysk" target="_self"></a> <article class="relative px-2 pb-0 bg-color-background-container container-lined pt-1.5 main-feed-activity-card related-posts__crosslink" data-activity-urn="urn:li:activity:7254893760533184515" data-featured-activity-urn="urn:li:activity:7254893760533184515" data-attributed-urn="urn:li:share:7254893759958560769">   <div class="flex"> <div class="base-main-feed-card__entity-lockup"> <div class="flex items-center font-sans mb-1" data-test-id="main-feed-activity-card__entity-lockup"> <a href="https://ie.linkedin.com/in/dr-eva-kelly?trk=public_post_feed-actor-image" class="relative" data-tracking-control-name="public_post_feed-actor-image" data-tracking-will-navigate> <img class="inline-block relative rounded-[50%] w-6 h-6 bg-color-entity-ghost-background" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt="View profile for Dr. Eva Kelly, graphic">  </a> <div class="flex flex-col self-start min-w-0 ml-1 "> <div class="text-color-text "> <a class="text-sm link-styled no-underline leading-open" href="https://ie.linkedin.com/in/dr-eva-kelly?trk=public_post_feed-actor-name" data-tracking-control-name="public_post_feed-actor-name" aria-label="View profile for Dr. Eva Kelly" data-tracking-will-navigate> Dr. Eva Kelly </a>  </div> <p class="!text-xs text-color-text-low-emphasis leading-[1.33333] m-0 truncate">  Passionate about patients and products supported by data with integrity Executive Director at ERA Sciences (BSc PhD FICI) </p> <span class="!text-xs text-color-text-low-emphasis leading-[1.33333] flex"> <time class="flex-none"> 1mo  </time>  </span> </div>  </div> </div> <div class="ellipsis-menu absolute right-0 top-0 main-feed-activity-card__ellipsis-menu !top-auto !relative !mr-1" data-test-id="main-feed-activity-card__ellipsis-menu"> <div class="collapsible-dropdown flex items-center relative hyphens-auto"> <button class="ellipsis-menu__trigger collapsible-dropdown__button btn-md btn-tertiary cursor-pointer !py-[6px] !px-1 flex items-center rounded-[50%] " aria-expanded="false" aria-label="Open menu" data-tracking-control-name="public_post_ellipsis-menu-trigger" tabindex="0"> <icon class="ellipsis-menu__trigger-icon m-0 p-0 centered-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/671xosfpvk4c0kqtyl87hashi"></icon> </button> <ul class="collapsible-dropdown__list hidden container-raised absolute w-auto overflow-y-auto flex-col items-stretch z-1 bottom-auto top-[100%]" role="menu" tabindex="-1"> <li class="ellipsis-menu__item border-t-1 border-solid border-color-border-low-emphasis first-of-type:border-none flex"> <a href="/uas/login?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fposts%2Fdr-eva-kelly_lifesciences-qualityassurance-stem-activity-7254893760533184515-iysk&trk=public_post_ellipsis-menu-semaphore-sign-in-redirect&guestReportContentType=POST&_f=guest-reporting" data-tracking-control-name="public_post_ellipsis-menu-semaphore-sign-in-redirect" data-tracking-will-navigate data-item-type="semaphore" data-semaphore-content-type="POST" data-semaphore-content-urn="urn:li:activity:7254893760533184515" data-semaphore-tracking-prefix="public_post_ellipsis-menu-semaphore" data-is-logged-in="false" data-modal="semaphore__toggle" class="semaphore__toggle visited:text-color-text-secondary ellipsis-menu__semaphore ellipsis-menu__item-button flex items-center w-full p-1 cursor-pointer font-sans text-sm font-bold link-styled focus:link-styled link:no-underline active:bg-color-background-container-tint focus:bg-color-background-container-tint hover:bg-color-background-container-tint outline-offset-[-2px]">  <icon class="ellipsis-menu__item-icon text-color-text h-[24px] w-[24px] mr-1" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/iq0x9q37wj214o129ai1yjut"> </icon> Report this post </a>  </li>  </ul>  </div> </div> </div> <div class="attributed-text-segment-list__container relative mt-1 mb-1.5 babybear:mt-0 babybear:mb-0.5"> <p class="attributed-text-segment-list__content text-color-text !text-sm whitespace-pre-wrap break-words " dir="ltr" data-test-id="main-feed-activity-card__commentary">Congrats Marcus, inspiring. Discussing risk management with undergraduates is so important, particularly when it's the technology that they really love 😀. You have opened the door to powerful conversations about how every decision we make in pharma - from lab data to manufacturing processes - directly impacts patient lives. Watching their faces as they connect these dots (and not just data dots) is what makes teaching meaningful. They're developing the critical thinking that will shape tomorrow's quality culture. <a class="link" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Flifesciences&trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>#LifeSciences</a> <a class="link" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fqualityassurance&trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>#QualityAssurance</a> <a class="link" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fstem&trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>#STEM</a> <a class="link" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fpatientsafety&trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>#PatientSafety</a> <a class="link" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fteaching&trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>#Teaching</a> <a class="link" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fpharmaceuticalscience&trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>#PharmaceuticalScience</a></p>  </div> <article aria-label="Reshared post" class="relative pt-1.5 px-2 pb-1 mb-1 babybear:pt-0.5 babybear:pb-0 babybear:mb-0 container-lined bg-color-background-container feed-reshare-content" data-test-id="feed-reshare-content" data-attributed-urn="urn:li:share:7250523658291441664" data-activity-urn="urn:li:activity:7250523659579092994" tabindex="0"> <div class="flex items-center font-sans" data-test-id="feed-reshare-content__entity-lockup"> <a href="https://ie.linkedin.com/in/marcus-o-mahony-16792b8a?trk=public_post_reshare_feed-actor-image" target="_self" class="relative" data-tracking-control-name="public_post_reshare_feed-actor-image" data-tracking-will-navigate> <img class="inline-block relative rounded-[50%] w-6 h-6 " data-delayed-url="https://media.licdn.com/dms/image/v2/C4E03AQG3Y372X_eEng/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1517287211756?e=2147483647&v=beta&t=GowdOEvSxFiPdg5c6dJaxQXkDWBL877jUyovKopY5Vs" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt="View profile for Marcus O&#39;Mahony, graphic">  </a> <div class="flex flex-col self-start min-w-0 ml-1 "> <div class="text-color-text "> <a class="text-sm link-styled no-underline leading-open" href="https://ie.linkedin.com/in/marcus-o-mahony-16792b8a?trk=public_post_reshare_feed-actor-name" target="_self" data-tracking-control-name="public_post_reshare_feed-actor-name" aria-label="View profile for Marcus O&#39;Mahony" data-tracking-will-navigate> Marcus O'Mahony </a>  </div> <p class="!text-xs text-color-text-low-emphasis leading-[1.33333] m-0 truncate">  Senior Research Fellow in Biopharmachemical Analytics, University of Limerick </p> <span class="!text-xs text-color-text-low-emphasis leading-[1.33333] flex"> <time class="flex-none"> 1mo <span aria-hidden="true" class="text-color-text-low-emphasis before:middot"></span> <span> Edited </span> </time>  </span> </div>  </div> <div class="attributed-text-segment-list__container relative mt-1 mb-1.5 babybear:mt-0 babybear:mb-0.5"> <p class="attributed-text-segment-list__content text-color-text !text-sm whitespace-pre-wrap break-words " dir="ltr" data-test-id="feed-reshare-content__commentary">Once you've framed it (the information & intended use), begin to tame it (the data). We used the ASSESS stage of the FoReSight Framework in class with the ISE students yesterday. We took on the journey from data-to-information for a custom built dashboard reporting out a CPP. Thinking about and communicating the hazards as data is accessed, transformed and presented as information was useful! Apologies for my sloppy board writing! The ISE students are a fantastic bunch! Great questions throughout our session on “Using Data to Make Medicines”. Thankfully <a class="link" href="https://dk.linkedin.com/in/ib-alstrup-baa2542?trk=public_post_reshare-text" target="_self" data-tracking-control-name="public_post_reshare-text" data-tracking-will-navigate>Ib Alstrup</a> ‘s questions for critical GxP use of AI and ML applications really resonated with these future engineers. check it out here: <a class="link" href="https://www.linkedin.com/redir/redirect?url=https%3A%2F%2Flnkd%2Ein%2FePQA8YhF&urlhash=8jTn&trk=public_post_reshare-text" target="_self" rel="nofollow" data-tracking-control-name="public_post_reshare-text" data-tracking-will-navigate>https://lnkd.in/ePQA8YhF</a> Thanks to <a class="link" href="https://ie.linkedin.com/company/ise-ul?trk=public_post_reshare-text" target="_self" data-tracking-control-name="public_post_reshare-text" data-tracking-will-navigate>Immersive Software Engineering</a> and <a class="link" href="https://ie.linkedin.com/in/salaheddin-alakkari-7147a269?trk=public_post_reshare-text" target="_self" data-tracking-control-name="public_post_reshare-text" data-tracking-will-navigate>Salaheddin Alakkari</a> for the classroom time. Check out the paper FoReSight here: <a class="link" href="https://www.linkedin.com/redir/redirect?url=https%3A%2F%2Flnkd%2Ein%2Fe4gTj5yZ&urlhash=J9cJ&trk=public_post_reshare-text" target="_self" rel="nofollow" data-tracking-control-name="public_post_reshare-text" data-tracking-will-navigate>https://lnkd.in/e4gTj5yZ</a> and some of its tech media news coverage here: <a class="link" href="https://www.linkedin.com/redir/redirect?url=https%3A%2F%2Flnkd%2Ein%2FeAH4qsPz&urlhash=wwNb&trk=public_post_reshare-text" target="_self" rel="nofollow" data-tracking-control-name="public_post_reshare-text" data-tracking-will-navigate>https://lnkd.in/eAH4qsPz</a> Thanks to <a class="link" href="https://ie.linkedin.com/company/pharmaceutical-manufacturing-technology-centre?trk=public_post_reshare-text" target="_self" data-tracking-control-name="public_post_reshare-text" data-tracking-will-navigate>Pharmaceutical Manufacturing Technology Centre</a> in the <a class="link" href="https://ie.linkedin.com/company/bernal-institute-university-of-limerick?trk=public_post_reshare-text" target="_self" data-tracking-control-name="public_post_reshare-text" data-tracking-will-navigate>Bernal Institute, University of Limerick</a> and all the FoReSight project partners for making FoReSight possible. <a class="link" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fquality&trk=public_post_reshare-text" target="_self" data-tracking-control-name="public_post_reshare-text" data-tracking-will-navigate>#quality</a> <a class="link" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fmedicines&trk=public_post_reshare-text" target="_self" data-tracking-control-name="public_post_reshare-text" data-tracking-will-navigate>#medicines</a> <a class="link" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fsoftwareengineering&trk=public_post_reshare-text" target="_self" data-tracking-control-name="public_post_reshare-text" data-tracking-will-navigate>#softwareengineering</a> <a class="link" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fpharma&trk=public_post_reshare-text" target="_self" data-tracking-control-name="public_post_reshare-text" data-tracking-will-navigate>#pharma</a> <a class="link" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fbiopharma&trk=public_post_reshare-text" target="_self" data-tracking-control-name="public_post_reshare-text" data-tracking-will-navigate>#biopharma</a> <a class="link" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fdataanalytics&trk=public_post_reshare-text" target="_self" data-tracking-control-name="public_post_reshare-text" data-tracking-will-navigate>#dataanalytics</a> <a class="link" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fmachinelearning&trk=public_post_reshare-text" target="_self" data-tracking-control-name="public_post_reshare-text" data-tracking-will-navigate>#machinelearning</a> <a class="link" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fdigitalskills&trk=public_post_reshare-text" target="_self" data-tracking-control-name="public_post_reshare-text" data-tracking-will-navigate>#digitalskills</a> <a class="link" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fteachingandlearning&trk=public_post_reshare-text" target="_self" data-tracking-control-name="public_post_reshare-text" data-tracking-will-navigate>#teachingandlearning</a></p>  </div> <ul class="grid grid-cols-6 grid-rows-[60%_40%] w-main-feed-card-media feed-images-content list-none pl-0 " data-test-id="feed-images-content"> <li class="bg-color-background-container-tint text-[0px] col-span-full row-span-full " data-test-id="feed-images-content__list-item" data-position="0"> <img class="lazy-load w-full object-cover object-center h-full babybear:max-h-[400px]" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E22AQEFa-ucTyD-jg/feedshare-shrink_800/feedshare-shrink_800/0/1728659547365?e=2147483647&v=beta&t=l6A-En36X4CCT01eTKIeeD4uLCpbxAMD9L1y-fDsmHk" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/921ynb2z53z33mhm3061qvjag" alt="No alternative text description for this image">  </li> </ul>  </article> <code id="i18n_reaction_singular" style="display: none"></code> <code id="i18n_reactions_plural" style="display: none"></code> <div class="flex items-center font-sans text-sm babybear:text-xs main-feed-activity-card__social-actions"> <a href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fposts%2Fdr-eva-kelly_lifesciences-qualityassurance-stem-activity-7254893760533184515-iysk&trk=public_post_social-actions-reactions" target="_self" data-tracking-control-name="public_post_social-actions-reactions" data-tracking-will-navigate class="flex items-center font-normal text-color-text-low-emphasis no-underline visited:text-color-text-low-emphasis my-1" aria-label="5 Reactions" data-separate-ctas="false" data-test-id="social-actions__reactions" data-id="social-actions__reactions" data-num-reactions="5" data-singular="%numReactions%" data-plural="%numReactions%" tabindex="0"> <img alt data-reaction-type="LIKE" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9sun4diznbhgyelaeryxy75ur" height="16px" width="16px"> <span aria-hidden="true" class="font-normal ml-0.5" data-test-id="social-actions__reaction-count"> 5 </span> </a> <code id="social-actions__reaction-image-APPRECIATION" style="display: none"></code>  <code id="social-actions__reaction-image-EMPATHY" style="display: none"></code> <code id="social-actions__reaction-image-ENTERTAINMENT" style="display: none"></code>  <code id="social-actions__reaction-image-INTEREST" style="display: none"></code> <code id="social-actions__reaction-image-LIKE" style="display: none"></code> <code id="social-actions__reaction-image-MAYBE" style="display: none"></code> <code id="social-actions__reaction-image-PRAISE" style="display: none"></code>  </div> <div class="social-action-bar border-t-1 border-solid border-color-border-faint min-h-[44px] items-center flex flex-wrap babybear:justify-around !m-0"> <a class="social-action-bar__button " href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fposts%2Fdr-eva-kelly_lifesciences-qualityassurance-stem-activity-7254893760533184515-iysk&trk=public_post_like-cta" data-tracking-control-name="public_post_like-cta" data-tracking-will-navigate> <icon class="social-action-bar__icon " data-svg-class-name="social-action-bar__icon--svg " data-delayed-url="https://static.licdn.com/aero-v1/sc/h/70k0g8kmgdfjjymflqqzipzxj"> </icon> <span class="social-action-bar__button-text "> Like </span> </a> <a class="social-action-bar__button " href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fposts%2Fdr-eva-kelly_lifesciences-qualityassurance-stem-activity-7254893760533184515-iysk&trk=public_post_comment-cta" data-tracking-control-name="public_post_comment-cta" data-tracking-will-navigate> <icon class="social-action-bar__icon " data-svg-class-name="social-action-bar__icon--svg " data-delayed-url="https://static.licdn.com/aero-v1/sc/h/4ol9mo4lxvobj5ww3va90wz1o"> </icon> <span class="social-action-bar__button-text "> Comment </span> </a> <code id="i18n_copy_cta_message_success" style="display: none"></code> <code id="i18n_copy_cta_message_error" style="display: none"></code> <div class="collapsible-dropdown flex items-center relative hyphens-auto social-share inline-block relative select-none share-button " data-share-message="Share" data-share-url="https://www.linkedin.com/posts/dr-eva-kelly_lifesciences-qualityassurance-stem-activity-7254893760533184515-iysk?utm_source=li_share&utm_content=public_post&utm_medium=g_dt_web"> <button aria-expanded="false" class="social-share__button social-share__button-square social-share-button social-action-bar__button social-share-button--square " aria-label data-tracking-control-name="public_post_social-share_main_button"> <icon class="social-share__button-icon " data-delayed-url="https://static.licdn.com/aero-v1/sc/h/852gyy4s01pfis5qf9k99s6d2" data-svg-class-name="social-share-button-icon social-action-bar__icon--svg "></icon> <span class="social-share__button-text-square social-action-bar__button-text "> Share </span> </button> <ul class="collapsible-dropdown__list hidden container-raised absolute w-auto overflow-y-auto flex-col items-stretch z-1 bottom-auto top-[100%]" role="menu" tabindex="-1"> <li> <button data-tracking-control-name="public_post_social-share_copy" class="social-share__item social-share-item" data-share-service="copy"> <icon class="social-share__item-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/aup4g97pdky3ff73gv9lyhjvx"></icon> <span class="social-share__item-text pl-1">Copy</span> </button> </li> <li> <button data-tracking-control-name="public_post_social-share_linkedin" class="social-share__item social-share-item" data-share-service="linkedin"> <icon class="social-share__item-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/2uoxvguhsfspfnmr6tvfuyw4y" data-svg-class-name="text-color-text"></icon> <span class="social-share__item-text pl-1">LinkedIn</span> </button> </li> <li> <button data-tracking-control-name="public_post_social-share_facebook" class="social-share__item social-share-item" data-share-service="facebook"> <icon class="social-share__item-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/5xkjpykqkamtr6skk0vodqwd2"></icon> <span class="social-share__item-text pl-1">Facebook</span> </button> </li> <li> <button data-tracking-control-name="public_post_social-share_twitter" class="social-share__item social-share-item" data-share-service="twitter"> <icon class="social-share__item-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/4bmfmbwr1b97362o29qmjo1zj"></icon> <span class="social-share__item-text pl-1">Twitter</span> </button> </li>  </ul>  </div>  </div>  <p class="feed-cta-banner__text border-t-1 border-color-surface-border border-solid p-3 text-center text-md text-color-text-low-emphasis"> To view or add a comment, <a href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fposts%2Fdr-eva-kelly_lifesciences-qualityassurance-stem-activity-7254893760533184515-iysk&trk=public_post_feed-cta-banner-cta" target="" aria-label="To view or add a comment, sign in" data-tracking-control-name="public_post_feed-cta-banner-cta" data-tracking-will-navigate="true" class="feed-cta-banner__link link">sign in</a> </p> </article> <code id="is-mobile" style="display: none"></code> </div> </li>  </ul> </div> </section> </div> </section> <section class="right-rail papabear:w-right-rail-width papabear:ml-column-gutter mamabear:max-w-[790px] mamabear:px-mobile-container-padding babybear:max-w-[790px] babybear:px-mobile-container-padding">  <div class="public-post-author-card mb-3"> <div class="flex flex-col overflow-hidden container-lined"> <figure class="cover-img">  <div class="cover-img__image-frame relative w-full overflow-hidden pb-[calc((1/4)*100%)]"> <div class="cover-img__image-position absolute top-0 right-0 bottom-0 left-0 cover-img__image-position--with-gradient after:content-[""] after:block after:absolute after:top-0 after:right-0 after:bottom-0 after:left-0 after:h-full after:pointer-events-none after:bg-gradient-to-b after:from-color-transparent after:to-color-background-scrim"> <img class="cover-img__image relative w-full h-full object-cover" src="https://media.licdn.com/dms/image/v2/D563DAQGpRSDWwzbKuQ/image-scale_191_1128/image-scale_191_1128/0/1732572213693/ucsf_school_of_pharmacy_cover?e=2147483647&v=beta&t=Gz_H-XMUwvYyPr0uLBl2i5JDGgczbW-fDWvSag5qP8Y" fetchpriority="auto" data-embed-id="cover-image" alt> </div> </div>  </figure> <img class="inline-block relative w-8 h-8 -mt-[36px] ml-2 mb-2" data-delayed-url="https://media.licdn.com/dms/image/v2/C4D0BAQF-V5H3kTL91w/company-logo_100_100/company-logo_100_100/0/1631348845026?e=2147483647&v=beta&t=BFz7dZWo7OXH2bq6vfo08GzeTK9fVUKhQH4qTw4BI3M" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/cs8pjfgyw96g44ln9r7tct85f" alt="UCSF School of Pharmacy"> <p class="public-post-author-card__followers text-color-text-low-emphasis mb-1 mr-4 ml-2 font-normal text-sm"> 1,741 followers </p>  <div class="mb-2"> <a class="public-post-author-card__view-profile inline-block text-md btn-sm btn-tertiary text-color-text-low-emphasis" href="https://www.linkedin.com/showcase/ucsf-school-of-pharmacy/?trk=public_post_follow-view-profile" data-tracking-control-name="public_post_follow-view-profile" data-tracking-will-navigate> View Profile </a> <a class="public-post-author-card__follow inline-block mx-0.5 text-md btn-sm btn-secondary text-color-text-low-emphasis" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww%2Elinkedin%2Ecom%2Ffeed%2Fupdate%2Furn%3Ali%3Aactivity%3A7262585070098497536&trk=public_post_follow" data-tracking-control-name="public_post_follow" data-tracking-will-navigate> <icon class="inline-block w-3 h-[17px] align-middle" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/6uk1ucphcxnwu1tvokzreyk9r"></icon> <span class>Follow</span> </a> </div> </div> </div>  <section class="aside-section-container mb-4 content-hub-topics"> <h2 class="aside-section-container__title section-title"> Explore topics </h2>  <div class="aside-section-container__content break-words"> <ul class="career-advice-hub-topics__list"> <li class="career-advice-hub-topics__list-item mb-1"> <a href="https://www.linkedin.com/pulse/topics/sales-s5/" data-tracking-control-name="public_post_content-hub-topic" data-tracking-will-navigate class="btn-sm btn-secondary flex w-fit mr-1 mb-1 hover:no-underline"> Sales </a> </li> <li class="career-advice-hub-topics__list-item mb-1"> <a href="https://www.linkedin.com/pulse/topics/marketing-s2461/" data-tracking-control-name="public_post_content-hub-topic" data-tracking-will-navigate class="btn-sm btn-secondary flex w-fit mr-1 mb-1 hover:no-underline"> Marketing </a> </li> <li class="career-advice-hub-topics__list-item mb-1"> <a href="https://www.linkedin.com/pulse/topics/it-services-s57547/" data-tracking-control-name="public_post_content-hub-topic" data-tracking-will-navigate class="btn-sm btn-secondary flex w-fit mr-1 mb-1 hover:no-underline"> IT Services </a> </li> <li class="career-advice-hub-topics__list-item mb-1"> <a href="https://www.linkedin.com/pulse/topics/business-administration-s50111/" data-tracking-control-name="public_post_content-hub-topic" data-tracking-will-navigate class="btn-sm btn-secondary flex w-fit mr-1 mb-1 hover:no-underline"> Business Administration </a> </li> <li class="career-advice-hub-topics__list-item mb-1"> <a href="https://www.linkedin.com/pulse/topics/hr-management-s50359/" data-tracking-control-name="public_post_content-hub-topic" data-tracking-will-navigate class="btn-sm btn-secondary flex w-fit mr-1 mb-1 hover:no-underline"> HR Management </a> </li> <li class="career-advice-hub-topics__list-item mb-1"> <a href="https://www.linkedin.com/pulse/topics/engineering-s166/" data-tracking-control-name="public_post_content-hub-topic" data-tracking-will-navigate class="btn-sm btn-secondary flex w-fit mr-1 mb-1 hover:no-underline"> Engineering </a> </li> <li class="career-advice-hub-topics__list-item mb-1"> <a href="https://www.linkedin.com/pulse/topics/soft-skills-s2976/" data-tracking-control-name="public_post_content-hub-topic" data-tracking-will-navigate class="btn-sm btn-secondary flex w-fit mr-1 mb-1 hover:no-underline"> Soft Skills </a> </li> <li class="career-advice-hub-topics__list-item mb-1"> <a href="https://www.linkedin.com/pulse/topics/home/" data-tracking-control-name="public_post_content-hub-topic" data-tracking-will-navigate class="btn-sm btn-secondary-emphasis flex w-fit mr-[6px] mb-1 hover:no-underline" aria-label="See All, Explore topics"> See All </a> </li> </ul> </div> </section> </section> </main>  <footer class="li-footer bg-transparent w-full "> <ul class="li-footer__list flex flex-wrap flex-row items-start justify-start w-full h-auto min-h-[50px] my-[0px] mx-auto py-3 px-2 papabear:w-[1128px] papabear:p-0"> <li class="li-footer__item font-sans text-xs text-color-text-solid-secondary flex flex-shrink-0 justify-start p-1 relative w-50% papabear:justify-center papabear:w-auto"> <span class="sr-only">LinkedIn</span> <icon class="li-footer__copy-logo text-color-logo-brand-alt inline-block self-center h-[14px] w-[56px] mr-1" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/e12h2cd8ac580qen9qdd0qks8"></icon> <span class="li-footer__copy-text flex items-center">© 2024</span> </li> <li class="li-footer__item font-sans text-xs text-color-text-solid-secondary flex flex-shrink-0 justify-start p-1 relative w-50% papabear:justify-center papabear:w-auto"> <a class="li-footer__item-link flex items-center font-sans text-xs font-bold text-color-text-solid-secondary hover:text-color-link-hover focus:text-color-link-focus" href="https://about.linkedin.com?trk=d_public_post_footer-about" data-tracking-control-name="d_public_post_footer-about" data-tracking-will-navigate> About </a> </li> <li class="li-footer__item font-sans text-xs text-color-text-solid-secondary flex flex-shrink-0 justify-start p-1 relative w-50% papabear:justify-center papabear:w-auto"> <a class="li-footer__item-link flex items-center font-sans text-xs font-bold text-color-text-solid-secondary hover:text-color-link-hover focus:text-color-link-focus" href="https://www.linkedin.com/accessibility?trk=d_public_post_footer-accessibility" data-tracking-control-name="d_public_post_footer-accessibility" data-tracking-will-navigate> Accessibility </a> </li> <li class="li-footer__item font-sans text-xs text-color-text-solid-secondary flex flex-shrink-0 justify-start p-1 relative w-50% papabear:justify-center papabear:w-auto"> <a class="li-footer__item-link flex items-center font-sans text-xs font-bold text-color-text-solid-secondary hover:text-color-link-hover focus:text-color-link-focus" href="https://www.linkedin.com/legal/user-agreement?trk=d_public_post_footer-user-agreement" data-tracking-control-name="d_public_post_footer-user-agreement" data-tracking-will-navigate> User Agreement </a> </li> <li class="li-footer__item font-sans text-xs text-color-text-solid-secondary flex flex-shrink-0 justify-start p-1 relative w-50% papabear:justify-center papabear:w-auto"> <a class="li-footer__item-link flex items-center font-sans text-xs font-bold text-color-text-solid-secondary hover:text-color-link-hover focus:text-color-link-focus" href="https://www.linkedin.com/legal/privacy-policy?trk=d_public_post_footer-privacy-policy" data-tracking-control-name="d_public_post_footer-privacy-policy" data-tracking-will-navigate> Privacy Policy </a> </li>  <li class="li-footer__item font-sans text-xs text-color-text-solid-secondary flex flex-shrink-0 justify-start p-1 relative w-50% papabear:justify-center papabear:w-auto"> <a class="li-footer__item-link flex items-center font-sans text-xs font-bold text-color-text-solid-secondary hover:text-color-link-hover focus:text-color-link-focus" href="https://www.linkedin.com/legal/cookie-policy?trk=d_public_post_footer-cookie-policy" data-tracking-control-name="d_public_post_footer-cookie-policy" data-tracking-will-navigate> Cookie Policy </a> </li> <li class="li-footer__item font-sans text-xs text-color-text-solid-secondary flex flex-shrink-0 justify-start p-1 relative w-50% papabear:justify-center papabear:w-auto"> <a class="li-footer__item-link flex items-center font-sans text-xs font-bold text-color-text-solid-secondary hover:text-color-link-hover focus:text-color-link-focus" href="https://www.linkedin.com/legal/copyright-policy?trk=d_public_post_footer-copyright-policy" data-tracking-control-name="d_public_post_footer-copyright-policy" data-tracking-will-navigate> Copyright Policy </a> </li> <li class="li-footer__item font-sans text-xs text-color-text-solid-secondary flex flex-shrink-0 justify-start p-1 relative w-50% papabear:justify-center papabear:w-auto"> <a class="li-footer__item-link flex items-center font-sans text-xs font-bold text-color-text-solid-secondary hover:text-color-link-hover focus:text-color-link-focus" href="https://brand.linkedin.com/policies?trk=d_public_post_footer-brand-policy" data-tracking-control-name="d_public_post_footer-brand-policy" data-tracking-will-navigate> Brand Policy </a> </li> <li class="li-footer__item font-sans text-xs text-color-text-solid-secondary flex flex-shrink-0 justify-start p-1 relative w-50% papabear:justify-center papabear:w-auto"> <a class="li-footer__item-link flex items-center font-sans text-xs font-bold text-color-text-solid-secondary hover:text-color-link-hover focus:text-color-link-focus" href="https://www.linkedin.com/psettings/guest-controls?trk=d_public_post_footer-guest-controls" data-tracking-control-name="d_public_post_footer-guest-controls" data-tracking-will-navigate> Guest Controls </a> </li> <li class="li-footer__item font-sans text-xs text-color-text-solid-secondary flex flex-shrink-0 justify-start p-1 relative w-50% papabear:justify-center papabear:w-auto"> <a class="li-footer__item-link flex items-center font-sans text-xs font-bold text-color-text-solid-secondary hover:text-color-link-hover focus:text-color-link-focus" href="https://www.linkedin.com/legal/professional-community-policies?trk=d_public_post_footer-community-guide" data-tracking-control-name="d_public_post_footer-community-guide" data-tracking-will-navigate> Community Guidelines </a> </li>  <li class="li-footer__item font-sans text-xs text-color-text-solid-secondary flex flex-shrink-0 justify-start p-1 relative w-50% papabear:justify-center papabear:w-auto"> <div class="collapsible-dropdown collapsible-dropdown--footer collapsible-dropdown--up flex items-center relative hyphens-auto language-selector z-2">  <ul class="collapsible-dropdown__list hidden container-raised absolute w-auto overflow-y-auto flex-col items-stretch z-1 bottom-[100%] top-auto" role="menu" tabindex="-1"> <li class="language-selector__item" role="presentation">  <button aria-label="العربية (Arabic)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-ar_AE" data-locale="ar_AE" role="menuitem" lang="ar_AE"> العربية (Arabic) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="বাংলা (Bangla)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-bn_IN" data-locale="bn_IN" role="menuitem" lang="bn_IN"> বাংলা (Bangla) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Čeština (Czech)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-cs_CZ" data-locale="cs_CZ" role="menuitem" lang="cs_CZ"> Čeština (Czech) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Dansk (Danish)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-da_DK" data-locale="da_DK" role="menuitem" lang="da_DK"> Dansk (Danish) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Deutsch (German)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-de_DE" data-locale="de_DE" role="menuitem" lang="de_DE"> Deutsch (German) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Ελληνικά (Greek)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-el_GR" data-locale="el_GR" role="menuitem" lang="el_GR"> Ελληνικά (Greek) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="English (English) selected" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link--selected" data-tracking-control-name="language-selector-en_US" data-locale="en_US" role="menuitem" lang="en_US"> <strong>English (English)</strong> </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Español (Spanish)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-es_ES" data-locale="es_ES" role="menuitem" lang="es_ES"> Español (Spanish) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="فارسی (Persian)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-fa_IR" data-locale="fa_IR" role="menuitem" lang="fa_IR"> فارسی (Persian) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Suomi (Finnish)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-fi_FI" data-locale="fi_FI" role="menuitem" lang="fi_FI"> Suomi (Finnish) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Français (French)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-fr_FR" data-locale="fr_FR" role="menuitem" lang="fr_FR"> Français (French) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="हिंदी (Hindi)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-hi_IN" data-locale="hi_IN" role="menuitem" lang="hi_IN"> हिंदी (Hindi) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Magyar (Hungarian)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-hu_HU" data-locale="hu_HU" role="menuitem" lang="hu_HU"> Magyar (Hungarian) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Bahasa Indonesia (Indonesian)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-in_ID" data-locale="in_ID" role="menuitem" lang="in_ID"> Bahasa Indonesia (Indonesian) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Italiano (Italian)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-it_IT" data-locale="it_IT" role="menuitem" lang="it_IT"> Italiano (Italian) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="עברית (Hebrew)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-iw_IL" data-locale="iw_IL" role="menuitem" lang="iw_IL"> עברית (Hebrew) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="日本語 (Japanese)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-ja_JP" data-locale="ja_JP" role="menuitem" lang="ja_JP"> 日本語 (Japanese) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="한국어 (Korean)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-ko_KR" data-locale="ko_KR" role="menuitem" lang="ko_KR"> 한국어 (Korean) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="मराठी (Marathi)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-mr_IN" data-locale="mr_IN" role="menuitem" lang="mr_IN"> मराठी (Marathi) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Bahasa Malaysia (Malay)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-ms_MY" data-locale="ms_MY" role="menuitem" lang="ms_MY"> Bahasa Malaysia (Malay) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Nederlands (Dutch)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-nl_NL" data-locale="nl_NL" role="menuitem" lang="nl_NL"> Nederlands (Dutch) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Norsk (Norwegian)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-no_NO" data-locale="no_NO" role="menuitem" lang="no_NO"> Norsk (Norwegian) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="ਪੰਜਾਬੀ (Punjabi)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-pa_IN" data-locale="pa_IN" role="menuitem" lang="pa_IN"> ਪੰਜਾਬੀ (Punjabi) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Polski (Polish)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-pl_PL" data-locale="pl_PL" role="menuitem" lang="pl_PL"> Polski (Polish) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Português (Portuguese)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-pt_BR" data-locale="pt_BR" role="menuitem" lang="pt_BR"> Português (Portuguese) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Română (Romanian)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-ro_RO" data-locale="ro_RO" role="menuitem" lang="ro_RO"> Română (Romanian) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Русский (Russian)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-ru_RU" data-locale="ru_RU" role="menuitem" lang="ru_RU"> Русский (Russian) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Svenska (Swedish)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-sv_SE" data-locale="sv_SE" role="menuitem" lang="sv_SE"> Svenska (Swedish) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="తెలుగు (Telugu)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-te_IN" data-locale="te_IN" role="menuitem" lang="te_IN"> తెలుగు (Telugu) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="ภาษาไทย (Thai)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-th_TH" data-locale="th_TH" role="menuitem" lang="th_TH"> ภาษาไทย (Thai) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Tagalog (Tagalog)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-tl_PH" data-locale="tl_PH" role="menuitem" lang="tl_PH"> Tagalog (Tagalog) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Türkçe (Turkish)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-tr_TR" data-locale="tr_TR" role="menuitem" lang="tr_TR"> Türkçe (Turkish) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Українська (Ukrainian)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-uk_UA" data-locale="uk_UA" role="menuitem" lang="uk_UA"> Українська (Ukrainian) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Tiếng Việt (Vietnamese)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-vi_VN" data-locale="vi_VN" role="menuitem" lang="vi_VN"> Tiếng Việt (Vietnamese) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="简体中文 (Chinese (Simplified))" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-zh_CN" data-locale="zh_CN" role="menuitem" lang="zh_CN"> 简体中文 (Chinese (Simplified)) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="正體中文 (Chinese (Traditional))" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-zh_TW" data-locale="zh_TW" role="menuitem" lang="zh_TW"> 正體中文 (Chinese (Traditional)) </button> </li>  </ul> <button class="language-selector__button select-none relative pr-2 font-sans text-xs font-bold text-color-text-low-emphasis hover:text-color-link-hover hover:cursor-pointer focus:text-color-link-focus focus:outline-dotted focus:outline-1" aria-expanded="false" data-tracking-control-name="footer-lang-dropdown_trigger"> <span class="language-selector__label-text mr-0.5 break-words"> Language </span> <icon class="language-selector__label-chevron w-2 h-2 absolute top-0 right-0" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cyolgscd0imw2ldqppkrb84vo"></icon> </button> </div> </li> </ul>  </footer> <div class="contextual-sign-in-modal" data-impression-id="public_post_contextual-sign-in-modal" data-cool-off-enabled data-show-on-page-load>  <div class>  <div id="public_post_contextual-sign-in" class="modal modal--contextual-sign-in" data-outlet="public_post_contextual-sign-in">  <div class="modal__overlay flex items-center bg-color-background-scrim justify-center fixed bottom-0 left-0 right-0 top-0 opacity-0 invisible pointer-events-none z-[1000] transition-[opacity] ease-[cubic-bezier(0.25,0.1,0.25,1.0)] duration-[0.17s] py-4 " aria-hidden="true"> <section aria-modal="true" role="dialog" aria-labelledby="public_post_contextual-sign-in-modal-header" tabindex="-1" class="max-h-full modal__wrapper overflow-auto p-0 bg-color-surface max-w-[1128px] min-h-[160px] relative scale-[0.25] shadow-sm shadow-color-border-faint transition-[transform] ease-[cubic-bezier(0.25,0.1,0.25,1.0)] duration-[0.33s] focus:outline-0 w-[1128px] mamabear:w-[744px] babybear:w-[360px] rounded-md"> <button class="modal__dismiss btn-tertiary h-[40px] w-[40px] p-0 rounded-full indent-0 contextual-sign-in-modal__modal-dismiss absolute right-0 m-[20px] cursor-pointer" aria-label="Dismiss" data-tracking-control-name="public_post_contextual-sign-in-modal_modal_dismiss"> <icon class="contextual-sign-in-modal__modal-dismiss-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/gs508lg3t2o81tq7pmcgn6m2"></icon> </button> <div class="modal__main w-full"> <div class="contextual-sign-in-modal__screen contextual-sign-in-modal__context-screen flex flex-col my-4 mx-3"> <img class="inline-block relative w-16 h-16 contextual-sign-in-modal__img m-auto" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/5k9cgtx8rhoyqkcxfoncu1svl" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9l8dv1r8a09nem281grvopn9l" alt> <h2 class="contextual-sign-in-modal__context-screen-title font-sans text-xl text-color-text my-2 mx-4 text-center" id="public_post_contextual-sign-in-modal-header"> Learn from experts on LinkedIn </h2> <p class="contextual-sign-in-modal__subtitle mb-2 mx-12 babybear:mx-0 text-center font-sans text-md text-color-text"> Create your free account or sign in to continue your search </p>  <div class="contextual-sign-in-modal__btn-container m-auto w-[320px] babybear:w-full">  <div class="w-full max-w-[400px] mx-auto"> <div class="google-auth-button">  <div class="google-auth-button__placeholder " data-theme="filled_blue" data-logo-alignment="center"></div>  </div> </div> <div class="sign-in-modal" data-impression-id="public_post_contextual-sign-in-modal_sign-in-modal"> <button class="sign-in-modal__outlet-btn cursor-pointer btn-md btn-primary btn-secondary" data-tracking-client-ingraph data-tracking-control-name="public_post_contextual-sign-in-modal_sign-in-modal_outlet-button" data-modal="public_post_contextual-sign-in_sign-in-modal">  Sign in </button> <div class>  <div id="public_post_contextual-sign-in_sign-in-modal" class="modal modal--sign-in" data-outlet="public_post_contextual-sign-in_sign-in-modal">  <div class="modal__overlay flex items-center bg-color-background-scrim justify-center fixed bottom-0 left-0 right-0 top-0 opacity-0 invisible pointer-events-none z-[1000] transition-[opacity] ease-[cubic-bezier(0.25,0.1,0.25,1.0)] duration-[0.17s] py-4 " aria-hidden="true"> <section aria-modal="true" role="dialog" aria-labelledby="public_post_contextual-sign-in_sign-in-modal-modal-header" tabindex="-1" class="max-h-full modal__wrapper overflow-auto p-0 bg-color-surface max-w-[1128px] min-h-[160px] relative scale-[0.25] shadow-sm shadow-color-border-faint transition-[transform] ease-[cubic-bezier(0.25,0.1,0.25,1.0)] duration-[0.33s] focus:outline-0 w-[1128px] mamabear:w-[744px] babybear:w-[360px] rounded-md"> <button class="modal__dismiss btn-tertiary h-[40px] w-[40px] p-0 rounded-full indent-0 sign-in-modal__dismiss absolute right-0 cursor-pointer m-[20px]" aria-label="Dismiss" data-tracking-control-name="public_post_contextual-sign-in-modal_sign-in-modal_dismiss"> <icon class="sign-in-modal__dismiss-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/gs508lg3t2o81tq7pmcgn6m2"></icon> </button> <div class="modal__main w-full"> <div class="sign-in-modal__screen flex flex-col py-4 w-[513px] babybear:w-full px-3"> <h2 class="sign-in-modal__header font-sans text-display-md text-color-text "> Welcome back </h2> <code id="i18n_sign_in_form_show_text" style="display: none"></code> <code id="i18n_sign_in_form_show_label" style="display: none"></code> <code id="i18n_sign_in_form_hide_text" style="display: none"></code> <code id="i18n_sign_in_form_hide_label" style="display: none"></code> <code id="i18n_username_error_empty" style="display: none"></code> <code id="i18n_username_error_too_long" style="display: none"></code> <code id="i18n_username_error_too_short" style="display: none"></code> <code id="i18n_password_error_empty" style="display: none"></code> <code id="i18n_password_error_too_short" style="display: none"></code> <code id="i18n_password_error_too_long" style="display: none"></code>  <form data-id="sign-in-form" action="https://www.linkedin.com/uas/login-submit" method="post" novalidate class="mt-1.5 mb-2"> <input name="loginCsrfParam" value="b86c6e0c-eb47-4cfe-8d5d-6bed1593ae61" type="hidden"> <div class="flex flex-col"> <div class="mt-1.5" data-js-module-id="guest-input"> <div class="flex flex-col"> <label class="input-label mb-1" for="public_post_contextual-sign-in_sign-in-modal_session_key"> Email or phone </label> <div class="text-input flex"> <input class="text-color-text font-sans text-md outline-0 bg-color-transparent grow" autocomplete="username" id="public_post_contextual-sign-in_sign-in-modal_session_key" name="session_key" required data-tracking-control-name="public_post_contextual-sign-in-modal_sign-in-modal_sign-in-session-key" data-tracking-client-ingraph type="text"> </div> </div> <p class="input-helper mt-1.5" for="public_post_contextual-sign-in_sign-in-modal_session_key" role="alert" data-js-module-id="guest-input__message"></p> </div> <div class="mt-1.5" data-js-module-id="guest-input"> <div class="flex flex-col"> <label class="input-label mb-1" for="public_post_contextual-sign-in_sign-in-modal_session_password"> Password </label> <div class="text-input flex"> <input class="text-color-text font-sans text-md outline-0 bg-color-transparent grow" autocomplete="current-password" id="public_post_contextual-sign-in_sign-in-modal_session_password" name="session_password" required data-tracking-control-name="public_post_contextual-sign-in-modal_sign-in-modal_sign-in-password" data-tracking-client-ingraph type="password"> <button aria-live="assertive" aria-relevant="text" data-id="sign-in-form__password-visibility-toggle" class="font-sans text-md font-bold text-color-action z-10 ml-[12px] hover:cursor-pointer" aria-label="Show your LinkedIn password" data-tracking-control-name="public_post_contextual-sign-in-modal_sign-in-modal_sign-in-password-visibility-toggle-btn" type="button">Show</button> </div> </div> <p class="input-helper mt-1.5" for="public_post_contextual-sign-in_sign-in-modal_session_password" role="alert" data-js-module-id="guest-input__message"></p> </div> <input name="session_redirect" value="https://www.linkedin.com/posts/ucsf-school-of-pharmacy_ucsf-pharmacyschool-futurepharmacists-activity-7262585070098497536-kU_v" type="hidden">  </div> <div data-id="sign-in-form__footer" class="flex justify-between sign-in-form__footer--full-width"> <a data-id="sign-in-form__forgot-password" class="font-sans text-md font-bold link leading-regular sign-in-form__forgot-password--full-width" href="https://www.linkedin.com/uas/request-password-reset?trk=public_post_contextual-sign-in-modal_sign-in-modal_forgot_password" data-tracking-control-name="public_post_contextual-sign-in-modal_sign-in-modal_forgot_password" data-tracking-will-navigate>Forgot password?</a>  <input name="trk" value="public_post_contextual-sign-in-modal_sign-in-modal_sign-in-submit" type="hidden"> <button class="btn-md btn-primary flex-shrink-0 cursor-pointer sign-in-form__submit-btn--full-width" data-id="sign-in-form__submit-btn" data-tracking-control-name="public_post_contextual-sign-in-modal_sign-in-modal_sign-in-submit-btn" data-tracking-client-ingraph data-tracking-litms type="submit"> Sign in </button> </div> <div class="sign-in-form__divider left-right-divider pt-2 pb-3"> <p class="sign-in-form__divider-text font-sans text-sm text-color-text px-2"> or </p> </div> </form> <div class="w-full max-w-[400px] mx-auto"> <div class="google-auth-button" data-tracking-control-name="public_post_contextual-sign-in-modal_sign-in-modal_google-auth-button" data-tracking-client-ingraph> <code id="isTermsAndConditionsSkipEnabledAuthButton" style="display: none"></code> <p class="linkedin-tc__text text-color-text-low-emphasis text-xs pb-2" data-impression-id="public_post_contextual-sign-in-modal_sign-in-modal__button-skip-tc-text"> By clicking Continue to join or sign in, you agree to LinkedIn’s <a href="/legal/user-agreement?trk=public_post_contextual-sign-in-modal_sign-in-modal_auth-button_user-agreement" target="_blank" data-tracking-control-name="public_post_contextual-sign-in-modal_sign-in-modal_auth-button_user-agreement" data-tracking-will-navigate="true">User Agreement</a>, <a href="/legal/privacy-policy?trk=public_post_contextual-sign-in-modal_sign-in-modal_auth-button_privacy-policy" target="_blank" data-tracking-control-name="public_post_contextual-sign-in-modal_sign-in-modal_auth-button_privacy-policy" data-tracking-will-navigate="true">Privacy Policy</a>, and <a href="/legal/cookie-policy?trk=public_post_contextual-sign-in-modal_sign-in-modal_auth-button_cookie-policy" target="_blank" data-tracking-control-name="public_post_contextual-sign-in-modal_sign-in-modal_auth-button_cookie-policy" data-tracking-will-navigate="true">Cookie Policy</a>. </p> <div class="google-auth-button__placeholder google-auth-button__placeholder--black-border" data-theme="outline" data-logo-alignment="center"></div>  </div> </div>  <p class="sign-in-modal__join-now m-auto font-sans text-md text-color-text mt-2"> New to LinkedIn? <a href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww%2Elinkedin%2Ecom%2Fposts%2Fucsf-school-of-pharmacy_ucsf-pharmacyschool-futurepharmacists-activity-7262585070098497536-kU_v&trk=public_post_contextual-sign-in-modal_sign-in-modal_join-link" data-tracking-control-name="public_post_contextual-sign-in-modal_sign-in-modal_join-link" data-tracking-will-navigate="true" class="sign-in-modal__join-link">Join now</a> </p> </div> </div>  </section> </div> </div> </div> </div> <div class="contextual-sign-in-modal__divider left-right-divider"> <p class="contextual-sign-in-modal__divider-text font-sans text-sm text-color-text px-2"> or </p> </div> </div> <p class="contextual-sign-in-modal__join-now m-auto font-sans text-md text-color-text my-1"> New to LinkedIn? <a href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww%2Elinkedin%2Ecom%2Fposts%2Fucsf-school-of-pharmacy_ucsf-pharmacyschool-futurepharmacists-activity-7262585070098497536-kU_v&trk=public_post_contextual-sign-in-modal_join-link" data-tracking-control-name="public_post_contextual-sign-in-modal_join-link" data-tracking-will-navigate="true" class="contextual-sign-in-modal__join-link">Join now</a> </p> <p class="linkedin-tc__text text-color-text-low-emphasis text-xs pb-2 contextual-sign-in-modal__terms-and-conditions m-auto w-[320px] pt-2 babybear:w-full" data-impression-id="linkedin-tc__button-skip-tc-text"> By clicking Continue to join or sign in, you agree to LinkedIn’s <a href="/legal/user-agreement?trk=linkedin-tc_auth-button_user-agreement" target="_blank" data-tracking-control-name="linkedin-tc_auth-button_user-agreement" data-tracking-will-navigate="true">User Agreement</a>, <a href="/legal/privacy-policy?trk=linkedin-tc_auth-button_privacy-policy" target="_blank" data-tracking-control-name="linkedin-tc_auth-button_privacy-policy" data-tracking-will-navigate="true">Privacy Policy</a>, and <a href="/legal/cookie-policy?trk=linkedin-tc_auth-button_cookie-policy" target="_blank" data-tracking-control-name="linkedin-tc_auth-button_cookie-policy" data-tracking-will-navigate="true">Cookie Policy</a>. </p> </div> </div>  </section> </div> </div> </div> </div> <div class="cta-modal overflow-hidden container-raised z-10 fixed bottom-3 right-3 min-h-[56px] p-2 babybear:hidden windows-app-upsell windows-app-upsell--msft flex flex-col p-2 w-[359px] !bg-[#F1F8FA] opacity-90 backdrop-blur-[2px] z-1" data-impression-id="public_post_windows-app-upsell_cta-modal" role="dialog" aria-labelledby="cta-modal-header" aria-describedby="cta-modal-subheader"> <div class="windows-app-upsell__linkedin-title-container pt-[6px] mb-1.5 flex align-center"> <icon class="windows-app-upsell__linkedin-bug-icon block w-[21px] h-[21px]" data-svg-class-name="windows-app-upsell__linkedin-bug-icon-svg w-[21px] h-[21px]" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/euqjj7tf5wvr33frd3x1jj9s"></icon> <p class="windows-app-upsell__linkedin-title uppercase text-xs text-color-text-secondary leading-[21px] ml-1"> LinkedIn </p> </div> <p class="windows-app-upsell__title font-sans text-md text-color-text-accent-4-hover font-semibold leading-regular mb-1"> Never miss a beat on the app </p> <p class="windows-app-upsell__body font-sans text-sm text-color-text-secondary leading-regular"> Don’t have the app? Get it in the Microsoft Store. </p> <a class="windows-app-upsell__cta btn-sm btn-secondary-emphasis mt-2 mb-[6px] w-fit" href="ms-windows-store://pdp/?ProductId=9WZDNCRFJ4Q7&mode=mini&cid=guest_desktop_upsell_post2" data-tracking-client-ingraph data-tracking-control-name="public_post_windows-app-upsell_cta" data-tracking-will-navigate> Open the app </a> <button class="cta-modal__dismiss-btn absolute h-4 w-4 p-1 top-2 right-2 hover:cursor-pointer focus:outline focus:outline-2 focus:outline-color-action" data-tracking-control-name="public_post_windows-app-upsell_dismiss" aria-label="Dismiss"> <icon class="cta-modal__dismiss-icon block h-2 w-2 onload" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/adzjokfylbe8pvjr9h8iv96mw"></icon> </button> </div> <code id="activityUrn" style="display: none"></code> <div id="toasts" class="toasts fixed z-8 babybear:right-4 mamabear:right-4 papabear:min-h-[96px] invisible top:auto bottom-4 left-4 papabear:w-[400px] toasts--bottom" type="bottom"> <template id="toast-template"> <div class="toast container-raised flex toast--bottom transition ease-accelerate duration-xxslow " data-id="toast"> <div class="toast__message flex flex-1 babybear:items-center mamabear:items-center papabear:items-start py-2 px-1.5" data-id="toast__message" role="alert" tabindex="-1"> <div class="toast__message-content-container" data-id="toast__message-content-container"> <p class="toast__message-content font-sans text-sm opacity-90 inline babybear:self-center mamabear:self-center papabear:self-start" data-id="toast__message-content"></p> </div> </div> <button class="toast__dismiss-btn cursor-pointer babybear:self-center mamabear:self-center papabear:self-start pt-3 pb-2 papabear:py-2 pl-0.5 pr-0" data-id="toast__dismiss-btn" aria-label="Close"> <svg width="24" height="24" class="fill-color-icon"><path d="M13 4.32 9.31 8 13 11.69 11.69 13 8 9.31 4.31 13 3 11.69 6.69 8 3 4.31 4.31 3 8 6.69 11.68 3Z"></path></svg> </button> </div> </template> <template id="toast-icon-caution"> <icon class="text-color-icon-caution toast__icon w-3 h-3 shrink-0 mr-2" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/u6kgm8vi5s4rhtbgmjlphlp6"></icon> </template> <template id="toast-icon-error"> <icon class="text-color-icon-negative toast__icon w-3 h-3 shrink-0 mr-2" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/2ffvlzyh9wb65459t9va8w2ph"></icon> </template> <template id="toast-icon-gdpr"> <icon class="text-color-icon-neutral toast__icon w-3 h-3 shrink-0 mr-2" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/a0d85elrpgg38lskvq1kvzb3"></icon> </template> <template id="toast-icon-notify"> <icon class="text-color-icon-neutral toast__icon w-3 h-3 shrink-0 mr-2" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/de23f5me7dfm17unsj9up4vga"></icon> </template> <template id="toast-icon-success"> <icon class="text-color-icon-positive toast__icon w-3 h-3 shrink-0 mr-2" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/c44ryoszao52cyd0y87z7s0uf"></icon> </template> <template id="toast-cta"> <a class="toast__cta cta-link font-medium ml-0.5 text-sm text-inherit inline" target="_blank"></a> </template> </div> <script src="https://static.licdn.com/aero-v1/sc/h/4kdl05tfo7lc1e6o63oput2ah" async></script>  <script src="https://static.licdn.com/aero-v1/sc/h/6m1b8t00vuxmc30ew42uoizb7" async defer></script> <script data-delayed-url="https://static.licdn.com/aero-v1/sc/h/81wy0f4hfrhoilx9eqdwg202z" data-module-id="media-player"></script>  </body> </html>

CINXE.COM

UCSF School of Pharmacy on LinkedIn: #ucsf #pharmacyschool #futurepharmacists #healthcareeducation