Using AI to Generate Clinical Notes

<!DOCTYPE HTML> <html dir="auto" lang="en"> <head> <meta charset="UTF-8"/> <title>Using AI to Generate Clinical Notes | Mass General Brigham</title> <meta name="description" content="Mass General Brigham is pioneering artificial intelligence to put the relationship between caregivers and patients at the center of care. Read about the ambient documentation tools clinicians are using."/> <meta name="template" content="mgb-article-page"/> <meta name="viewport" content="width=device-width, initial-scale=1"/> <meta name="robots" content="index, follow"/> <meta name="facebook-domain-verification" content="c6jiimljf6ybwzd0tibj00k4tzkvo0"/> <script defer="defer" type="text/javascript" src="/.rum/@adobe/helix-rum-js@%5E2/dist/rum-standalone.js"></script> <link rel="canonical" href="https://www.massgeneralbrigham.org/en/about/newsroom/articles/ai-ambient-documentation"/> <link rel="stylesheet" href="/etc.clientlibs/aem-mgb/clientlibs/clientlib-base.lc-48e5941abb1a63ba8dbeda10ba97fd1c-lc.min.css" type="text/css"> <script src="/etc.clientlibs/aem-mgb/clientlibs/clientlib-dependencies.lc-d41d8cd98f00b204e9800998ecf8427e-lc.min.js"></script> <script src="/etc.clientlibs/aem-mgb/clientlibs/clientlib-jquery.lc-f9bdfd807c7561b5a4eb97516f348321-lc.min.js"></script> <link rel="stylesheet" href="/etc.clientlibs/aem-mgb/clientlibs/clientlib-dependencies.lc-d41d8cd98f00b204e9800998ecf8427e-lc.min.css" type="text/css"> <link rel="stylesheet" href="/etc.clientlibs/aem-mgb/clientlibs/clientlib-site.lc-34b39349c88a34a179bd69c9cfe702d9-lc.min.css" type="text/css"> <script async src="/etc.clientlibs/core/wcm/components/commons/datalayer/v2/clientlibs/core.wcm.components.commons.datalayer.v2.lc-1e0136bad0acfb78be509234578e44f9-lc.min.js"></script> <script async src="/etc.clientlibs/core/wcm/components/commons/datalayer/acdl/core.wcm.components.commons.datalayer.acdl.lc-bf921af342fd2c40139671dbf0920a1f-lc.min.js"></script> </head> <body class="article-page page basicpage" id="article-page-0c47b300a1" data-cmp-data-layer-enabled> <script> window.adobeDataLayer = window.adobeDataLayer || []; adobeDataLayer.push({ page: JSON.parse("{\x22article\u002Dpage\u002D0c47b300a1\x22:{\x22@type\x22:\x22aem\u002Dmgb\/components\/page\u002Dtypes\/article\u002Dpage\x22,\x22repo:modifyDate\x22:\x222024\u002D07\u002D09T21:01:56Z\x22,\x22dc:title\x22:\x22Using AI to Generate Clinical Notes | Mass General Brigham\x22,\x22dc:description\x22:\x22Mass General Brigham is pioneering artificial intelligence to put the relationship between caregivers and patients at the center of care. Read about the ambient documentation tools clinicians are using.\x22,\x22xdm:template\x22:\x22\/conf\/mgb\u002Dglobal\/settings\/wcm\/templates\/mgb\u002Darticle\u002Dpage\x22,\x22xdm:language\x22:\x22en\x22,\x22xdm:tags\x22:[],\x22repo:path\x22:\x22\/content\/mgb\u002Dglobal\/global\/en\/about\/newsroom\/articles\/ai\u002Dambient\u002Ddocumentation.html\x22}}"), event:'cmp:show', eventInfo: { path: 'page.article\u002Dpage\u002D0c47b300a1' } }); </script> <script type="text/javascript"> (function(window, document, dataLayerName, id) { window[dataLayerName]=window[dataLayerName]||[],window[dataLayerName].push({start:(new Date).getTime(),event:"stg.start"});var scripts=document.getElementsByTagName('script')[0],tags=document.createElement('script'); function stgCreateCookie(a,b,c){var d="";if(c){var e=new Date;e.setTime(e.getTime()+24*c*60*60*1e3),d="; expires="+e.toUTCString()}document.cookie=a+"="+b+d+"; path=/"} var isStgDebug=(window.location.href.match("stg_debug")||document.cookie.match("stg_debug"))&&!window.location.href.match("stg_disable_debug");stgCreateCookie("stg_debug",isStgDebug?1:"",isStgDebug?14:-1); var qP=[];dataLayerName!=="dataLayer"&&qP.push("data_layer_name="+dataLayerName),isStgDebug&&qP.push("stg_debug");var qPString=qP.length>0?("?"+qP.join("&")):""; tags.async=!0,tags.src="https://mgb.containers.piwik.pro/"+id+".js"+qPString,scripts.parentNode.insertBefore(tags,scripts); !function(a,n,i){a[n]=a[n]||{};for(var c=0;c<i.length;c++)!function(i){a[n][i]=a[n][i]||{},a[n][i].api=a[n][i].api||function(){var a=[].slice.call(arguments,0);"string"==typeof a[0]&&window[dataLayerName].push({event:n+"."+i+":"+a[0],parameters:[].slice.call(arguments,1)})}}(i[c])}(window,"ppms",["tm","cm"]); })(window, document, 'dataLayer', '4cb905ea-3db9-4307-8709-a429e7e69306'); </script> <div class="cmp-page__skiptomaincontent"> <a class="cmp-page__skiptocookiepolicy-link" href="#cookieNotice">Skip to cookie consent</a> <a class="cmp-page__skiptomaincontent-link" href="#main-content">Skip to main content</a> <a class="cmp-page__skiptovideoautoplay" style="display: none" href="#">Skip to pause video preview</a> <a class="cmp-page__skiptoalerts-link" style="display: none" href="#">Skip to alerts</a> <a class="cmp-page__skiptocarouselpause-link" style="display: none" href="#">Skip to pause carousel</a> </div> <div class="root container responsivegrid"> <div id="container-3ba3c3a427" class="cmp-container"> <div class="aem-Grid aem-Grid--12 aem-Grid--default--12 "> <header class="experiencefragment aem-GridColumn aem-GridColumn--default--12"> <div id="experiencefragment-e66e7ab3c1" class="cmp-experiencefragment cmp-experiencefragment--header"> <div id="container-a9dcf3c047" class="cmp-container"> <div class="aem-Grid aem-Grid--12 aem-Grid--default--12 "> <div class="global-header aem-GridColumn aem-GridColumn--default--12"><div class="cmp-global-header"> <div class="cmp-global-header-desktop">  <div class="cmp-global-header-section-nav-wrap"> <div class="cmp-global-header-section-nav-utility-container"> <nav class="cmp-global-header-section-nav" aria-labelledby="site-selection-nav-label" aria-describedby="section-nav-desc"> <div class="sr-only" id="site-selection-nav-label">Site Selection</div> <div class="sr-only" id="section-nav-desc">Changing the site selection will update the primary navigation on the page</div> <ul class="cmp-global-header-section-nav-wrapper"> <li class="cmp-global-header-section-nav-item section-inactive"> <a href="/en/patient-care"> Patient Care </a> </li> <li class="cmp-global-header-section-nav-item section-inactive"> <a href="/en/research-and-innovation"> Research & Innovation </a> </li> <li class="cmp-global-header-section-nav-item section-inactive"> <a href="/en/education-and-training"> Education & Training </a> </li> <li id="current" aria-current="location" class="cmp-global-header-section-nav-item section-active"> <a href="/en/about"> About </a> </li> </ul> </nav> <div role="region" aria-labelledby=" featured-links" class="cmp-nav-item-utility-link-wrap utility-link-inactive"> <div class="sr-only" id="featured-links">Featured Links</div> <ul class="cmp-nav-item-utility-links-wrapper"> <li class="cmp-nav-item-utility-links-listitem"> <a class="cmp-nav-item-utility-link" href="/en/about/giving" target="_self"> Giving to Mass General Brigham </a> </li> </ul> </div> <div role="region" aria-labelledby=" featured-links" class="cmp-nav-item-utility-link-wrap utility-link-inactive"> <div class="sr-only" id="featured-links">Featured Links</div> <ul class="cmp-nav-item-utility-links-wrapper"> <li class="cmp-nav-item-utility-links-listitem"> <a class="cmp-nav-item-utility-link" href="/en/about/giving" target="_self"> Giving to Mass General Brigham </a> </li> </ul> </div> <div role="region" aria-labelledby=" featured-links" class="cmp-nav-item-utility-link-wrap utility-link-inactive"> <div class="sr-only" id="featured-links">Featured Links</div> <ul class="cmp-nav-item-utility-links-wrapper"> <li class="cmp-nav-item-utility-links-listitem"> <a class="cmp-nav-item-utility-link" href="/en/about/giving" target="_self"> Giving to Mass General Brigham </a> </li> </ul> </div> <div role="region" aria-labelledby="current featured-links" class="cmp-nav-item-utility-link-wrap utility-link-active"> <div class="sr-only" id="featured-links">Featured Links</div> <ul class="cmp-nav-item-utility-links-wrapper"> <li class="cmp-nav-item-utility-links-listitem"> <a class="cmp-nav-item-utility-link" href="/en/about/giving" target="_self"> Giving to Mass General Brigham </a> </li> </ul> </div> </div> </div>  <div class="cmp-global-header-logo-utility-container"> <a href="/en" target="_self" class="cmp-global-header-utility-logo"> <img src="/content/dam/mgb-global/global-assets/logo-mass-general-brigham.svg" alt="Mass General Brigham homepage"/> </a> <nav class="cmp-global-header-utility-nav" aria-labelledby="global-utility-label"> <div class="sr-only" id="global-utility-label">Utility Links</div> <ul class="cmp-global-header-utility-links"> <li> <a href="/en/patient-care/patient-visitor-information/appointments" class="cmp-global-header-utility-links-button " target="_self"> Request an appointment </a> </li> <li> <a href="https://patientgateway.massgeneralbrigham.org/" class="cmp-global-header-utility-links-button external-link" target="_blank"> Log in to Patient Gateway </a> </li> <li> <a href="https://doctors.massgeneralbrigham.org/search" class="cmp-global-header-utility-links-button " target="_self"> Find a doctor </a> </li> <li> <a href="/en/patient-care/services-and-specialties/find-a-location" class="cmp-global-header-utility-links-button " target="_self"> Find a location </a> </li>  <li class="cmp-global-header-utility-language-icon-wrapper" data-lang-title="{"en":"English","zh":"繁體中文","zh-CN":"简体中文","pt-BR":"Português","es":"Español","ru":"Pусский","ht":"Kreyòl Ayisyen","ar":"العربية"}"> <button class="cmp-global-header-utility-language-icon" type="button" aria-haspopup="true" aria-expanded="false" id="cmp-global-header-language-button"><span class="sr-only">Choose Language</span></button> <div class="languagenavigation cmp-injectedLanguageComponentDesktop cmp-global-header-utility-language-selector"> <nav data-cmp-data-layer="{"languagenavigation-500db482d4":{"@type":"aem-mgb/components/languagenavigation","repo:modifyDate":"2022-07-22T13:33:49Z"}}" id="languagenavigation-500db482d4" class="cmp-languagenavigation" role="navigation"> <ul class="cmp-languagenavigation__group"> <li class="cmp-languagenavigation__item cmp-languagenavigation__item--langcode-en cmp-languagenavigation__item--level-0 cmp-languagenavigation__item--active" data-cmp-data-layer="{"languagenavigation-500db482d4-item-0c47b300a1":{"@type":"aem-mgb/components/languagenavigation/item","repo:modifyDate":"2024-07-08T13:00:04Z","dc:title":"Home","xdm:linkURL":"/en/about/newsroom/articles/ai-ambient-documentation"}}"> <a data-cmp-clickable class="cmp-languagenavigation__item-link" hreflang="en" lang="en" rel="alternate" href="/en/about/newsroom/articles/ai-ambient-documentation">Home</a> </li> <li class="cmp-languagenavigation__item cmp-languagenavigation__item--langcode-ar cmp-languagenavigation__item--level-0" data-cmp-data-layer="{"languagenavigation-500db482d4-item-e7744ade7c":{"@type":"aem-mgb/components/languagenavigation/item","repo:modifyDate":"2022-09-07T21:29:17Z","dc:title":"العربية","xdm:linkURL":"/ar"}}"> <a data-cmp-clickable class="cmp-languagenavigation__item-link" hreflang="ar" lang="ar" rel="alternate" href="/ar">العربية</a> </li> <li class="cmp-languagenavigation__item cmp-languagenavigation__item--langcode-zh cmp-languagenavigation__item--level-0" data-cmp-data-layer="{"languagenavigation-500db482d4-item-ef9aa5dc6f":{"@type":"aem-mgb/components/languagenavigation/item","repo:modifyDate":"2023-03-10T20:48:29Z","dc:title":"中文","xdm:linkURL":"/zh"}}"> <a data-cmp-clickable class="cmp-languagenavigation__item-link" hreflang="zh" lang="zh" rel="alternate" href="/zh">中文</a> </li> <li class="cmp-languagenavigation__item cmp-languagenavigation__item--langcode-ht cmp-languagenavigation__item--level-0" data-cmp-data-layer="{"languagenavigation-500db482d4-item-038240c382":{"@type":"aem-mgb/components/languagenavigation/item","repo:modifyDate":"2022-09-07T21:29:18Z","dc:title":"Kreyòl Ayisyen","xdm:linkURL":"/ht"}}"> <a data-cmp-clickable class="cmp-languagenavigation__item-link" hreflang="ht" lang="ht" rel="alternate" href="/ht">Kreyòl Ayisyen</a> </li> <li class="cmp-languagenavigation__item cmp-languagenavigation__item--countrycode-BR cmp-languagenavigation__item--langcode-pt-BR cmp-languagenavigation__item--level-0" data-cmp-data-layer="{"languagenavigation-500db482d4-item-f976fc9502":{"@type":"aem-mgb/components/languagenavigation/item","repo:modifyDate":"2022-09-07T21:29:19Z","dc:title":"Português","xdm:linkURL":"/pt-br"}}"> <a data-cmp-clickable class="cmp-languagenavigation__item-link" hreflang="pt-BR" lang="pt-BR" rel="alternate" href="/pt-br">Português</a> </li> <li class="cmp-languagenavigation__item cmp-languagenavigation__item--langcode-ru cmp-languagenavigation__item--level-0" data-cmp-data-layer="{"languagenavigation-500db482d4-item-7da1cef8d0":{"@type":"aem-mgb/components/languagenavigation/item","repo:modifyDate":"2022-09-07T21:29:19Z","dc:title":"Pусский","xdm:linkURL":"/ru"}}"> <a data-cmp-clickable class="cmp-languagenavigation__item-link" hreflang="ru" lang="ru" rel="alternate" href="/ru">Pусский</a> </li> <li class="cmp-languagenavigation__item cmp-languagenavigation__item--langcode-es cmp-languagenavigation__item--level-0" data-cmp-data-layer="{"languagenavigation-500db482d4-item-e6c7b85345":{"@type":"aem-mgb/components/languagenavigation/item","repo:modifyDate":"2022-09-07T21:29:19Z","dc:title":"Español","xdm:linkURL":"/es"}}"> <a data-cmp-clickable class="cmp-languagenavigation__item-link" hreflang="es" lang="es" rel="alternate" href="/es">Español</a> </li> <li class="cmp-languagenavigation__item cmp-languagenavigation__item--countrycode-CN cmp-languagenavigation__item--langcode-zh-CN cmp-languagenavigation__item--level-0" data-cmp-data-layer="{"languagenavigation-500db482d4-item-d003053324":{"@type":"aem-mgb/components/languagenavigation/item","repo:modifyDate":"2024-01-16T19:24:55Z","dc:title":"中文","xdm:linkURL":"/zh_cn"}}"> <a data-cmp-clickable class="cmp-languagenavigation__item-link" hreflang="zh-CN" lang="zh-CN" rel="alternate" href="/zh_cn">中文</a> </li> </ul> </nav> </div> </li>  <li class="cmp-global-header-utility-search-icon-wrapper"> <button class="cmp-global-header-utility-search-icon show-search-icon" type="button" aria-haspopup="true" aria-expanded="false" id="cmp-global-header-search-button"><span class="sr-only">Search the Site</span></button> <div class="cmp-global-header-utility-global-search"> <section class="cmp-global-search" id="header-global-search" role="search" data-page-root="/content/mgb-global/global/en" data-asset-root="/content/dam/mgb-global" data-results-redirect="https://www.massgeneralbrigham.org/en/search" data-results-mode-publish="true"> <div class="cmp_global-search__info" aria-live="polite" role="status"></div> <form class="cmp-search__form" data-cmp-hook-search="form" method="get" action="/content/mgb-global/global/en/about/newsroom/articles/ai-ambient-documentation.searchresults.json" autocomplete="off" id="global-search"> <div class="cmp-global-search__field bottom-border"> <i class="cmp-global-search__icon" data-cmp-hook-search="icon"></i> <span class="cmp-global-search__loading-indicator" data-cmp-hook-search="loadingIndicator"></span> <label for="header-global-search-searchfield" class="sr-only">Site-wide search</label> <input class="cmp-global-search__input" id="header-global-search-searchfield" data-cmp-hook-search="input" type="search" name="fulltext" role="combobox" aria-autocomplete="list" aria-haspopup="true" aria-invalid="false" aria-expanded="false" aria-controls="header-global-search-modal" aria-owns="header-global-search-modal" aria-describedby="cmp-global-search__list-status-header-global-search"/> <div class="sr-only" aria-hidden="true" id="cmp-global-search__list-status-header-global-search" role="status" aria-live="polite"><span>0</span> items available in list</div> <button class="cmp-global-search__clear hidden" type="reset"> <span class="sr-only">reset search</span> </button> <button class="cmp-global-search__submit" data-cmp-hook-search="search" type="submit"> <i class="cmp-search__submit-icon"> </i> <span class="sr-only">Search</span> </button> </div> </form> <div class="cmp-global-search__modal"> <ul id="header-global-search-modal" class="cmp-global-search__modal-listing header-global-search-modal"></ul> </div> </section> <div class="cmp-global-header-utility-close-search-icon-wrapper"> <button class="cmp-global-header-utility-close-search-icon hide-search-icon" type="button" aria-expanded="false" id="cmp-global-header-close-search-button"><span class="sr-only">Close Search</span></button> </div> </div> </li> </ul> </nav> </div> <nav class="cmp-global-header-main-nav" aria-labelledby="global-primary-nav-label"> <div class="sr-only" id="global-primary-nav-label">Primary</div> <div class="sticky-nav-logo"> <a class="mgb-sticky-logo" href="/en" target="_self"> <img src="/etc.clientlibs/aem-mgb/clientlibs/clientlib-site/resources/images/logo-icon-mass-general-brigham.png" alt="Mass General Brigham homepage"/> </a> </div> <ul class="cmp-global-header-main-nav-item-list main-nav-item-inactive" style="display: none"> <li class="cmp-global-header-main-nav-item-wrapper"> <button type="button" aria-expanded="false" aria-controls="id_patientvisitorinformation" class="cmp-global-header-main-nav-item mainNavigation-inactive"> Patient & Visitor Information <div class="cmp-global-header-main-nav-expand-icon"></div> <div class="cmp-global-header-main-nav-collapse-icon"></div> </button> <div class="cmp-global-header-main-nav-expanded-wrapper"> <ul id="id_patientvisitorinformation" class="cmp-global-header-main-nav-expanded" style="display: none"> <li class="cmp-global-header-main-nav-expanded-column-one"> <div class="cmp-global-header-main-nav-expanded-title"> <a href="/en/patient-care/patient-visitor-information" target="_self"> <span>Patient & Visitor Information</span> </a> </div> <a href="/en/patient-care/get-care" target="_self" class="cmp-global-header-main-nav-expanded-button internal"> <span>Find Care</span> </a> </li> <li> <ul class="cmp-global-header-main-nav-expanded-children-wrapper"> <li class="cmp-global-header-main-nav-expanded-childHeader"> Getting Started </li> <li class="cmp-global-header-main-nav-expanded-subChildren"> <a href="/en/patient-care/patient-visitor-information/new-to-mass-general-brigham" target="_self"> <span>New to Mass General Brigham</span> </a> </li> <li class="cmp-global-header-main-nav-expanded-subChildren"> <a href="/en/patient-care/international" target="_self"> <span>International Patient Care</span> </a> </li> <li class="cmp-global-header-main-nav-expanded-subChildren"> <a href="/en/patient-care/patient-visitor-information/patient-gateway" target="_self"> <span>What Is Patient Gateway?</span> </a> </li> <li class="cmp-global-header-main-nav-expanded-subChildren"> <a href="/en/patient-care/patient-visitor-information/planning-your-visit" target="_self"> <span>Planning Your Visit</span> </a> </li> <li class="cmp-global-header-main-nav-expanded-subChildren"> <a href="https://doctors.massgeneralbrigham.org/search" target="_blank"> <span>Find a Doctor</span> <span class="sr-only"> (opens link in new tab)</span> </a> </li> <li class="cmp-global-header-main-nav-expanded-subChildren"> <a href="/en/patient-care/patient-visitor-information/appointments" target="_self"> <span>Appointments</span> </a> </li> </ul> </li> <li> <ul class="cmp-global-header-main-nav-expanded-children-wrapper"> <li class="cmp-global-header-main-nav-expanded-childHeader"> Patient Resources </li> <li class="cmp-global-header-main-nav-expanded-subChildren"> <a href="/en/patient-care/patient-visitor-information/health-information" target="_self"> <span>Health & Wellness</span> </a> </li> <li class="cmp-global-header-main-nav-expanded-subChildren"> <a href="/en/patient-care/patient-visitor-information/respiratory-illnesses" target="_self"> <span>Flu, COVID-19, & RSV</span> </a> </li> <li class="cmp-global-header-main-nav-expanded-subChildren"> <a href="/en/patient-care/patient-visitor-information/billing" target="_self"> <span>Billing & Insurance</span> </a> </li> <li class="cmp-global-header-main-nav-expanded-subChildren"> <a href="/en/patient-care/patient-visitor-information/financial-assistance" target="_self"> <span>Financial Assistance</span> </a> </li> <li class="cmp-global-header-main-nav-expanded-subChildren"> <a href="/en/patient-care/patient-visitor-information/medicare-and-masshealth-acos" target="_self"> <span>Medicare and MassHealth ACOs</span> </a> </li> <li class="cmp-global-header-main-nav-expanded-subChildren"> <a href="/en/research-and-innovation/participate-in-research" target="_self"> <span>Participate in Research</span> </a> </li> <li class="cmp-global-header-main-nav-expanded-subChildren"> <a href="/en/patient-care/patient-visitor-information/videos" target="_self"> <span>Educational Resources</span> </a> </li> </ul> </li> <li> <ul class="cmp-global-header-main-nav-expanded-children-wrapper"> <li class="cmp-global-header-main-nav-expanded-childHeader"> Visitor Information </li> <li class="cmp-global-header-main-nav-expanded-subChildren"> <a href="/en/patient-care/services-and-specialties/find-a-location" target="_self"> <span>Find a Location</span> </a> </li> <li class="cmp-global-header-main-nav-expanded-subChildren"> <a href="/en/patient-care/patient-visitor-information/planning-your-visit/shuttles" target="_self"> <span>Shuttles</span> </a> </li> <li class="cmp-global-header-main-nav-expanded-subChildren"> <a href="/en/patient-care/patient-visitor-information/planning-your-visit/visitor-policy" target="_self"> <span>Visitor Policies</span> </a> </li> </ul> </li> </ul> </div> </li> <li class="cmp-global-header-main-nav-item-wrapper"> <button type="button" aria-expanded="false" aria-controls="id_hospitalsservicesspecialties" class="cmp-global-header-main-nav-item mainNavigation-inactive"> Hospitals, Services & Specialties <div class="cmp-global-header-main-nav-expand-icon"></div> <div class="cmp-global-header-main-nav-collapse-icon"></div> </button> <div class="cmp-global-header-main-nav-expanded-wrapper"> <ul id="id_hospitalsservicesspecialties" class="cmp-global-header-main-nav-expanded" style="display: none"> <li class="cmp-global-header-main-nav-expanded-column-one"> <div class="cmp-global-header-main-nav-expanded-title"> <a href="/en/patient-care/services-and-specialties" target="_self"> <span>Hospitals, Services & Specialties</span> </a> </div> </li> <li> <ul class="cmp-global-header-main-nav-expanded-children-wrapper"> <li class="cmp-global-header-main-nav-expanded-childHeader"> Services & Specialties </li> <li class="cmp-global-header-main-nav-expanded-subChildren"> <a href="/en/patient-care/services-and-specialties/cancer" target="_self"> <span>We’re One Against Cancer</span> </a> </li> <li class="cmp-global-header-main-nav-expanded-subChildren"> <a href="/en/patient-care/services-and-specialties/primary-care" target="_self"> <span>Primary Care</span> </a> </li> <li class="cmp-global-header-main-nav-expanded-subChildren"> <a href="/en/patient-care/services-and-specialties/emergency" target="_self"> <span>Emergency Care</span> </a> </li> <li class="cmp-global-header-main-nav-expanded-subChildren"> <a href="/en/patient-care/services-and-specialties/urgent-care" target="_self"> <span>Urgent Care</span> </a> </li> <li class="cmp-global-header-main-nav-expanded-subChildren"> <a href="/en/patient-care/virtual-care" target="_self"> <span>Virtual Care</span> </a> </li> <li class="cmp-global-header-main-nav-expanded-subChildren"> <a href="/en/patient-care/services-and-specialties/healthcare-at-home" target="_self"> <span>Healthcare at Home</span> </a> </li> <li class="cmp-global-header-main-nav-expanded-subChildren"> <a href="/en/patient-care/services-and-specialties/heart" target="_self"> <span>Heart Care</span> </a> </li> <li class="cmp-global-header-main-nav-expanded-subChildren"> <a href="/en/patient-care/services-and-specialties/community-physicians" target="_self"> <span>Mass General Brigham Community Physicians</span> </a> </li> <li class="cmp-global-header-main-nav-expanded-subChildren"> <a href="/en/patient-care/services-and-specialties/rehabilitation" target="_self"> <span>Rehabilitation</span> </a> </li> <li class="cmp-global-header-main-nav-expanded-subChildren"> <a href="/en/patient-care/services-and-specialties/sports-medicine" target="_self"> <span>Sports Medicine</span> </a> </li> </ul> </li> <li> <ul class="cmp-global-header-main-nav-expanded-children-wrapper"> <li class="cmp-global-header-main-nav-expanded-childHeader"> Hospitals </li> <li class="cmp-global-header-main-nav-expanded-subChildren"> <a href="/en/patient-care/services-and-specialties/locations.location=Hospital" target="_self"> <span>Hospital Locations</span> </a> </li> <li class="cmp-global-header-main-nav-expanded-subChildren"> <a href="/en/patient-care/services-and-specialties/find-a-location/our-hospitals" target="_self"> <span>Information About Our Hospitals</span> </a> </li> </ul> </li> </ul> </div> </li> <li class="cmp-global-header-main-nav-item-wrapper"> <button type="button" aria-expanded="false" aria-controls="id_virtualcare" class="cmp-global-header-main-nav-item mainNavigation-inactive"> Virtual Care <div class="cmp-global-header-main-nav-expand-icon"></div> <div class="cmp-global-header-main-nav-collapse-icon"></div> </button> <div class="cmp-global-header-main-nav-expanded-wrapper"> <ul id="id_virtualcare" class="cmp-global-header-main-nav-expanded" style="display: none"> <li class="cmp-global-header-main-nav-expanded-column-one"> <div class="cmp-global-header-main-nav-expanded-title"> <a href="/en/patient-care/virtual-care" target="_self"> <span>Virtual Care</span> </a> </div> </li> <li> <ul class="cmp-global-header-main-nav-expanded-children-wrapper"> <li class="cmp-global-header-main-nav-expanded-childHeader"> Our Virtual Care Options </li> <li class="cmp-global-header-main-nav-expanded-subChildren"> <a href="/en/patient-care/virtual-care/virtual-urgent-care" target="_self"> <span>Virtual Urgent Care</span> </a> </li> <li class="cmp-global-header-main-nav-expanded-subChildren"> <a href="/en/patient-care/virtual-care/virtual-visits" target="_self"> <span>Virtual Visits for Primary & Specialty Care</span> </a> </li> <li class="cmp-global-header-main-nav-expanded-subChildren"> <a href="/en/patient-care/virtual-care/online-second-opinions" target="_self"> <span>Online Second Opinions</span> </a> </li> </ul> </li> </ul> </div> </li> </ul> <ul class="cmp-global-header-main-nav-item-list main-nav-item-inactive" style="display: none"> <li> <a class="cmp-global-header-main-nav-item no-children mainNavigation-inactive internal" href="/en/research-and-innovation/participate-in-research" target="_self"> <span>Participate in Research</span> </a> </li> <li class="cmp-global-header-main-nav-item-wrapper"> <button type="button" aria-expanded="false" aria-controls="id_centersprograms" class="cmp-global-header-main-nav-item mainNavigation-inactive"> Centers & Programs <div class="cmp-global-header-main-nav-expand-icon"></div> <div class="cmp-global-header-main-nav-collapse-icon"></div> </button> <div class="cmp-global-header-main-nav-expanded-wrapper"> <ul id="id_centersprograms" class="cmp-global-header-main-nav-expanded" style="display: none"> <li class="cmp-global-header-main-nav-expanded-column-one"> <div class="cmp-global-header-main-nav-expanded-title"> <a href="/en/research-and-innovation/centers-and-programs" target="_self"> <span>Research Centers & Programs</span> </a> </div> </li> <li> <ul class="cmp-global-header-main-nav-expanded-children-wrapper"> <li class="cmp-global-header-main-nav-expanded-childHeader"> </li> <li class="cmp-global-header-main-nav-expanded-subChildren"> <a href="/en/research-and-innovation/centers-and-programs/hospital-research-institutes" target="_self"> <span>Hospital Research Institutes</span> </a> </li> <li class="cmp-global-header-main-nav-expanded-subChildren"> <a href="/en/research-and-innovation/centers-and-programs/artificial-intelligence" target="_self"> <span>Artificial Intelligence</span> </a> </li> <li class="cmp-global-header-main-nav-expanded-subChildren"> <a href="/en/research-and-innovation/centers-and-programs/gene-cell-therapy" target="_self"> <span>Gene and Cell Therapy Institute</span> </a> </li> <li class="cmp-global-header-main-nav-expanded-subChildren"> <a href="/en/research-and-innovation/centers-and-programs/personalized-medicine" target="_self"> <span>Personalized Medicine</span> </a> </li> <li class="cmp-global-header-main-nav-expanded-subChildren"> <a href="/en/research-and-innovation/centers-and-programs/population-health" target="_self"> <span>Population Health</span> </a> </li> </ul> </li> </ul> </div> </li> <li class="cmp-global-header-main-nav-item-wrapper"> <button type="button" aria-expanded="false" aria-controls="id_innovation" class="cmp-global-header-main-nav-item mainNavigation-inactive"> Innovation <div class="cmp-global-header-main-nav-expand-icon"></div> <div class="cmp-global-header-main-nav-collapse-icon"></div> </button> <div class="cmp-global-header-main-nav-expanded-wrapper"> <ul id="id_innovation" class="cmp-global-header-main-nav-expanded" style="display: none"> <li class="cmp-global-header-main-nav-expanded-column-one"> <div class="cmp-global-header-main-nav-expanded-title"> <a href="/en/research-and-innovation/innovation" target="_self"> <span> Mass General Brigham Innovation</span> </a> </div> <a href="/en/research-and-innovation/innovation/contact" target="_self" class="cmp-global-header-main-nav-expanded-button internal"> <span>Contact us</span> </a> </li> <li> <ul class="cmp-global-header-main-nav-expanded-children-wrapper"> <li class="cmp-global-header-main-nav-expanded-childHeader"> About Innovation </li> <li class="cmp-global-header-main-nav-expanded-subChildren"> <a href="/en/research-and-innovation/innovation/about" target="_self"> <span>About</span> </a> </li> <li class="cmp-global-header-main-nav-expanded-subChildren"> <a href="/en/research-and-innovation/innovation/about/team" target="_self"> <span>Team</span> </a> </li> <li class="cmp-global-header-main-nav-expanded-subChildren"> <a href="/en/research-and-innovation/innovation/news" target="_self"> <span>News</span> </a> </li> </ul> </li> <li> <ul class="cmp-global-header-main-nav-expanded-children-wrapper"> <li class="cmp-global-header-main-nav-expanded-childHeader"> For Industry </li> <li class="cmp-global-header-main-nav-expanded-subChildren"> <a href="/en/research-and-innovation/innovation/venture-capital-and-investments" target="_self"> <span>Venture Capital and Investments</span> </a> </li> <li class="cmp-global-header-main-nav-expanded-subChildren"> <a href="https://worldmedicalinnovation.org/" target="_blank"> <span>World Medical Innovation Forum</span> <span class="sr-only"> (opens link in new tab)</span> </a> </li> <li class="cmp-global-header-main-nav-expanded-subChildren"> <a href="/en/research-and-innovation/innovation/for-industry/featured-licensing" target="_self"> <span>Featured Licensing Opportunities</span> </a> </li> </ul> </li> <li> <ul class="cmp-global-header-main-nav-expanded-children-wrapper"> <li class="cmp-global-header-main-nav-expanded-childHeader"> For Innovators </li> <li class="cmp-global-header-main-nav-expanded-subChildren"> <a href="/en/research-and-innovation/innovation/for-innovators/commercialization" target="_self"> <span>Commercialization Guide for Innovators</span> </a> </li> </ul> </li> </ul> </div> </li> <li class="cmp-global-header-main-nav-item-wrapper"> <button type="button" aria-expanded="false" aria-controls="id_researcherscollaborators" class="cmp-global-header-main-nav-item mainNavigation-inactive"> Researchers & Collaborators <div class="cmp-global-header-main-nav-expand-icon"></div> <div class="cmp-global-header-main-nav-collapse-icon"></div> </button> <div class="cmp-global-header-main-nav-expanded-wrapper"> <ul id="id_researcherscollaborators" class="cmp-global-header-main-nav-expanded" style="display: none"> <li class="cmp-global-header-main-nav-expanded-column-one"> <div class="cmp-global-header-main-nav-expanded-title"> <a href="/en/research-and-innovation/for-researchers-and-collaborators" target="_self"> <span>For Researchers & Collaborators</span> </a> </div> </li> <li> <ul class="cmp-global-header-main-nav-expanded-children-wrapper"> <li class="cmp-global-header-main-nav-expanded-childHeader"> </li> <li class="cmp-global-header-main-nav-expanded-subChildren"> <a href="/en/research-and-innovation/for-researchers-and-collaborators/information-for-researchers" target="_self"> <span>Information for Researchers</span> </a> </li> <li class="cmp-global-header-main-nav-expanded-subChildren"> <a href="/en/research-and-innovation/for-researchers-and-collaborators/compliance-office" target="_self"> <span>Compliance Office</span> </a> </li> <li class="cmp-global-header-main-nav-expanded-subChildren"> <a href="/en/research-and-innovation/for-researchers-and-collaborators/research-cores" target="_self"> <span>Research Cores</span> </a> </li> <li class="cmp-global-header-main-nav-expanded-subChildren"> <a href="/en/research-and-innovation/centers-and-programs/clinical-trials-office" target="_self"> <span>Clinical Trials</span> </a> </li> <li class="cmp-global-header-main-nav-expanded-subChildren"> <a href="/en/research-and-innovation/for-researchers-and-collaborators/advisory-services" target="_self"> <span>Advisory Services</span> </a> </li> </ul> </li> <li> <ul class="cmp-global-header-main-nav-expanded-children-wrapper"> <li class="cmp-global-header-main-nav-expanded-childHeader"> Featured Research </li> <li class="cmp-global-header-main-nav-expanded-subChildren"> <a href="/en/research-and-innovation/breakthroughs" target="_self"> <span>Two Centuries of Breakthroughs</span> </a> </li> <li class="cmp-global-header-main-nav-expanded-subChildren"> <a href="https://advances.massgeneral.org/" target="_blank"> <span>Advances in Motion</span> <span class="sr-only"> (opens link in new tab)</span> </a> </li> <li class="cmp-global-header-main-nav-expanded-subChildren"> <a href="https://www.brighamhealthonamission.org/" target="_blank"> <span>Brigham on a Mission</span> <span class="sr-only"> (opens link in new tab)</span> </a> </li> <li class="cmp-global-header-main-nav-expanded-subChildren"> <a href="/en/research-and-innovation/centers-and-programs/gene-cell-therapy" target="_self"> <span>Gene and Cell Therapy Institute</span> </a> </li> </ul> </li> <li> <ul class="cmp-global-header-main-nav-expanded-children-wrapper"> <li class="cmp-global-header-main-nav-expanded-childHeader"> Research News </li> <li class="cmp-global-header-main-nav-expanded-subChildren"> <a href="/en/research-and-innovation/for-researchers-and-collaborators/alzheimers" target="_self"> <span>Alzheimer's Disease</span> </a> </li> <li class="cmp-global-header-main-nav-expanded-subChildren"> <a href="/en/research-and-innovation/for-researchers-and-collaborators/artificial-intelligence" target="_self"> <span>Artificial Intelligence</span> </a> </li> </ul> </li> </ul> </div> </li> </ul> <ul class="cmp-global-header-main-nav-item-list main-nav-item-inactive" style="display: none"> <li class="cmp-global-header-main-nav-item-wrapper"> <button type="button" aria-expanded="false" aria-controls="id_graduatemedicaleducation" class="cmp-global-header-main-nav-item mainNavigation-inactive"> Graduate Medical Education <div class="cmp-global-header-main-nav-expand-icon"></div> <div class="cmp-global-header-main-nav-collapse-icon"></div> </button> <div class="cmp-global-header-main-nav-expanded-wrapper"> <ul id="id_graduatemedicaleducation" class="cmp-global-header-main-nav-expanded" style="display: none"> <li class="cmp-global-header-main-nav-expanded-column-one"> <div class="cmp-global-header-main-nav-expanded-title"> <a href="/en/education-and-training/graduate-medical-education" target="_self"> <span>Graduate Medical Education</span> </a> </div> </li> <li> <ul class="cmp-global-header-main-nav-expanded-children-wrapper"> <li class="cmp-global-header-main-nav-expanded-childHeader"> Residency & fellowship programs </li> <li class="cmp-global-header-main-nav-expanded-subChildren"> <a href="/en/education-and-training/graduate-medical-education/residencies-and-fellowships/brigham-and-womens-hospital" target="_self"> <span>Brigham and Women's Hospital</span> </a> </li> <li class="cmp-global-header-main-nav-expanded-subChildren"> <a href="/en/education-and-training/graduate-medical-education/residencies-and-fellowships/massachusetts-general-hospital" target="_self"> <span>Massachusetts General Hospital</span> </a> </li> <li class="cmp-global-header-main-nav-expanded-subChildren"> <a href="/en/education-and-training/graduate-medical-education/residencies-and-fellowships/mass-eye-and-ear" target="_self"> <span>Mass Eye and Ear</span> </a> </li> <li class="cmp-global-header-main-nav-expanded-subChildren"> <a href="/en/education-and-training/graduate-medical-education/residencies-and-fellowships/newton-wellesley-hospital" target="_self"> <span>Newton-Wellesley Hospital</span> </a> </li> <li class="cmp-global-header-main-nav-expanded-subChildren"> <a href="/en/education-and-training/graduate-medical-education/residencies-and-fellowships/salem-hospital" target="_self"> <span>Salem Hospital</span> </a> </li> <li class="cmp-global-header-main-nav-expanded-subChildren"> <a href="/en/education-and-training/graduate-medical-education/residencies-and-fellowships/integrated-programs" target="_self"> <span>Integrated Mass General Brigham Programs</span> </a> </li> </ul> </li> <li> <ul class="cmp-global-header-main-nav-expanded-children-wrapper"> <li class="cmp-global-header-main-nav-expanded-childHeader"> Centers of Expertise </li> <li class="cmp-global-header-main-nav-expanded-subChildren"> <a href="/en/education-and-training/graduate-medical-education/centers-of-expertise/global-community-health" target="_self"> <span>Global & Community Health</span> </a> </li> <li class="cmp-global-header-main-nav-expanded-subChildren"> <a href="/en/education-and-training/graduate-medical-education/centers-of-expertise/health-policy-and-management" target="_self"> <span>Health Policy & Management</span> </a> </li> <li class="cmp-global-header-main-nav-expanded-subChildren"> <a href="/en/education-and-training/graduate-medical-education/centers-of-expertise/healthcare-quality-patient-safety" target="_self"> <span>Healthcare Quality & Patient Safey</span> </a> </li> <li class="cmp-global-header-main-nav-expanded-subChildren"> <a href="/en/education-and-training/graduate-medical-education/centers-of-expertise/medical-education" target="_self"> <span>Medical Education</span> </a> </li> </ul> </li> <li> <ul class="cmp-global-header-main-nav-expanded-children-wrapper"> <li class="cmp-global-header-main-nav-expanded-childHeader"> For trainees </li> <li class="cmp-global-header-main-nav-expanded-subChildren"> <a href="/en/education-and-training/graduate-medical-education/for-trainees/prospective" target="_self"> <span>Prospective trainees</span> </a> </li> <li class="cmp-global-header-main-nav-expanded-subChildren"> <a href="/en/education-and-training/graduate-medical-education/for-trainees/incoming" target="_self"> <span>Incoming trainees</span> </a> </li> <li class="cmp-global-header-main-nav-expanded-subChildren"> <a href="/en/education-and-training/graduate-medical-education/for-trainees/current" target="_self"> <span>Current trainees</span> </a> </li> </ul> </li> </ul> </div> </li> <li> <a class="cmp-global-header-main-nav-item no-children mainNavigation-inactive internal" href="/en/education-and-training/continuing-professional-development" target="_self"> <span>Continuing Professional Development</span> </a> </li> <li class="cmp-global-header-main-nav-item-wrapper"> <button type="button" aria-expanded="false" aria-controls="id_otherlearningopportunities" class="cmp-global-header-main-nav-item mainNavigation-inactive"> Other Learning Opportunities <div class="cmp-global-header-main-nav-expand-icon"></div> <div class="cmp-global-header-main-nav-collapse-icon"></div> </button> <div class="cmp-global-header-main-nav-expanded-wrapper"> <ul id="id_otherlearningopportunities" class="cmp-global-header-main-nav-expanded" style="display: none"> <li class="cmp-global-header-main-nav-expanded-column-one"> <div class="cmp-global-header-main-nav-expanded-title"> <a href="/en/education-and-training/learning-opportunities" target="_self"> <span>Other Learning Opportunities</span> </a> </div> </li> <li> <ul class="cmp-global-header-main-nav-expanded-children-wrapper"> <li class="cmp-global-header-main-nav-expanded-childHeader"> </li> <li class="cmp-global-header-main-nav-expanded-subChildren"> <a href="/en/education-and-training/mgh-institute-of-health-professions" target="_self"> <span>MGH Institute of Health Professions</span> </a> </li> <li class="cmp-global-header-main-nav-expanded-subChildren"> <a href="/en/education-and-training/learning-opportunities/internships" target="_self"> <span>Internships</span> </a> </li> <li class="cmp-global-header-main-nav-expanded-subChildren"> <a href="/en/education-and-training/learning-opportunities/medical-laboratory-science-training-program" target="_self"> <span>Medical Lab Science Training Program</span> </a> </li> <li class="cmp-global-header-main-nav-expanded-subChildren"> <a href="/en/education-and-training/learning-opportunities/workforce-development" target="_self"> <span>Mass General Brigham Workforce Development</span> </a> </li> </ul> </li> </ul> </div> </li> <li class="cmp-global-header-main-nav-item-wrapper"> <button type="button" aria-expanded="false" aria-controls="id_oureducationalcommitment" class="cmp-global-header-main-nav-item mainNavigation-inactive"> Our Educational Commitment <div class="cmp-global-header-main-nav-expand-icon"></div> <div class="cmp-global-header-main-nav-collapse-icon"></div> </button> <div class="cmp-global-header-main-nav-expanded-wrapper"> <ul id="id_oureducationalcommitment" class="cmp-global-header-main-nav-expanded" style="display: none"> <li class="cmp-global-header-main-nav-expanded-column-one"> <div class="cmp-global-header-main-nav-expanded-title"> <a href="/en/education-and-training/our-educational-commitment" target="_self"> <span>Our Commitment to Education</span> </a> </div> </li> <li> <ul class="cmp-global-header-main-nav-expanded-children-wrapper"> <li class="cmp-global-header-main-nav-expanded-childHeader"> </li> <li class="cmp-global-header-main-nav-expanded-subChildren"> <a href="/en/education-and-training/alumni-association" target="_self"> <span>Alumni Association</span> </a> </li> </ul> </li> </ul> </div> </li> </ul> <ul class="cmp-global-header-main-nav-item-list main-nav-item-active" style="display: "> <li class="cmp-global-header-main-nav-item-wrapper"> <button type="button" aria-expanded="false" aria-controls="id_advancingcare" class="cmp-global-header-main-nav-item mainNavigation-inactive"> Advancing Care <div class="cmp-global-header-main-nav-expand-icon"></div> <div class="cmp-global-header-main-nav-collapse-icon"></div> </button> <div class="cmp-global-header-main-nav-expanded-wrapper"> <ul id="id_advancingcare" class="cmp-global-header-main-nav-expanded" style="display: none"> <li class="cmp-global-header-main-nav-expanded-column-one"> <div class="cmp-global-header-main-nav-expanded-title"> <a href="/en/about/advancing-care" target="_self"> <span>Advancing Care</span> </a> </div> </li> <li> <ul class="cmp-global-header-main-nav-expanded-children-wrapper"> <li class="cmp-global-header-main-nav-expanded-childHeader"> </li> <li class="cmp-global-header-main-nav-expanded-subChildren"> <a href="/en/about/advancing-care/integrated-healthcare-system" target="_self"> <span>Integrated Healthcare System</span> </a> </li> <li class="cmp-global-header-main-nav-expanded-subChildren"> <a href="/en/patient-care/patient-visitor-information/quality-of-care" target="_self"> <span>Quality of Care</span> </a> </li> <li class="cmp-global-header-main-nav-expanded-subChildren"> <a href="/en/about/advancing-care/health-equity-community-health" target="_self"> <span>Health Equity & Community Health</span> </a> </li> <li class="cmp-global-header-main-nav-expanded-subChildren"> <a href="/en/about/members-affiliations" target="_self"> <span>Members and Affiliates</span> </a> </li> <li class="cmp-global-header-main-nav-expanded-subChildren"> <a href="/en/about/advancing-care/history" target="_self"> <span>History</span> </a> </li> <li class="cmp-global-header-main-nav-expanded-subChildren"> <a href="/en/about/leadership-and-governance" target="_self"> <span>Leadership</span> </a> </li> </ul> </li> </ul> </div> </li> <li class="cmp-global-header-main-nav-item-wrapper"> <button type="button" aria-expanded="false" aria-controls="id_commitmenttodiversityequityandinclusion" class="cmp-global-header-main-nav-item mainNavigation-inactive"> Commitment to Diversity, Equity, and Inclusion <div class="cmp-global-header-main-nav-expand-icon"></div> <div class="cmp-global-header-main-nav-collapse-icon"></div> </button> <div class="cmp-global-header-main-nav-expanded-wrapper"> <ul id="id_commitmenttodiversityequityandinclusion" class="cmp-global-header-main-nav-expanded" style="display: none"> <li class="cmp-global-header-main-nav-expanded-column-one"> <div class="cmp-global-header-main-nav-expanded-title"> <a href="/en/about/diversity-equity-and-inclusion" target="_self"> <span>Commitment to Diversity, Equity and Inclusion</span> </a> </div> </li> <li> <ul class="cmp-global-header-main-nav-expanded-children-wrapper"> <li class="cmp-global-header-main-nav-expanded-childHeader"> </li> <li class="cmp-global-header-main-nav-expanded-subChildren"> <a href="/en/about/diversity-equity-and-inclusion/united-against-racism" target="_self"> <span>United Against Racism</span> </a> </li> <li class="cmp-global-header-main-nav-expanded-subChildren"> <a href="/en/about/diversity-equity-and-inclusion/employee-resource-groups" target="_self"> <span>Employee Resource Groups</span> </a> </li> <li class="cmp-global-header-main-nav-expanded-subChildren"> <a href="/en/about/diversity-equity-and-inclusion/accessibility" target="_self"> <span>Accessibility</span> </a> </li> </ul> </li> </ul> </div> </li> <li> <a class="cmp-global-header-main-nav-item no-children mainNavigation-active internal" href="/en/about/newsroom" target="_self"> <span>Newsroom </span> </a> </li> <li class="cmp-global-header-main-nav-item-wrapper"> <button type="button" aria-expanded="false" aria-controls="id_careers" class="cmp-global-header-main-nav-item mainNavigation-inactive"> Careers <div class="cmp-global-header-main-nav-expand-icon"></div> <div class="cmp-global-header-main-nav-collapse-icon"></div> </button> <div class="cmp-global-header-main-nav-expanded-wrapper"> <ul id="id_careers" class="cmp-global-header-main-nav-expanded" style="display: none"> <li class="cmp-global-header-main-nav-expanded-column-one"> <div class="cmp-global-header-main-nav-expanded-title"> <a href="/en/about/careers" target="_self"> <span>Careers</span> </a> </div> <a href="https://massgeneralbrigham.wd1.myworkdayjobs.com/MGBExternal" target="_blank" class="cmp-global-header-main-nav-expanded-button external"> <span>Search Mass General Brigham Careers</span> <span class="sr-only"> (opens external link in new tab)</span> </a> </li> <li> <ul class="cmp-global-header-main-nav-expanded-children-wrapper"> <li class="cmp-global-header-main-nav-expanded-childHeader"> </li> <li class="cmp-global-header-main-nav-expanded-subChildren"> <a href="/en/about/careers/benefits" target="_self"> <span>Benefits</span> </a> </li> <li class="cmp-global-header-main-nav-expanded-subChildren"> <a href="/en/about/careers/at-our-member-institutions" target="_self"> <span>Careers at our Member Institutions</span> </a> </li> <li class="cmp-global-header-main-nav-expanded-subChildren"> <a href="/en/about/careers/talent-community" target="_self"> <span>Join our Talent Community</span> </a> </li> <li class="cmp-global-header-main-nav-expanded-subChildren"> <a href="/en/about/careers/employment-conditions" target="_self"> <span>Employment Conditions</span> </a> </li> </ul> </li> <li> <ul class="cmp-global-header-main-nav-expanded-children-wrapper"> <li class="cmp-global-header-main-nav-expanded-childHeader"> Featured Jobs </li> <li class="cmp-global-header-main-nav-expanded-subChildren"> <a href="/en/about/careers/system/development" target="_self"> <span>Development</span> </a> </li> <li class="cmp-global-header-main-nav-expanded-subChildren"> <a href="/en/about/careers/system/healthcare-at-home" target="_self"> <span>Healthcare at Home</span> </a> </li> </ul> </li> </ul> </div> </li> </ul> </nav> <div class="cmp-global-sticky-spacer"></div> </div> <div class="cmp-global-header-mobile"> <div class="cmp-global-header-mobile-heading"> <a class="cmp-global-header-mobile-logo" href="/en" target="_self"> <img src="/content/dam/mgb-global/global-assets/logo-mass-general-brigham.svg" alt="Mass General Brigham homepage"/> </a> <button type="button" class="cmp-global-header-mobile-menu-btn" aria-expanded="false" aria-controls="cmp-main-mobile-navigation"><span class="sr-only">Open Menu</span></button> </div> <div class="cmp-global-header-mobile-nav-wrapper" id="cmp-main-mobile-navigation" style="display: none"> <div class="cmp-global-header-mobile-search"> <section class="cmp-global-search" id="header-global-search" role="search" data-page-root="/content/mgb-global/global/en" data-asset-root="/content/dam/mgb-global" data-results-redirect="https://www.massgeneralbrigham.org/en/search" data-results-mode-publish="true"> <div class="cmp_global-search__info" aria-live="polite" role="status"></div> <form class="cmp-search__form" data-cmp-hook-search="form" method="get" action="/content/mgb-global/global/en/about/newsroom/articles/ai-ambient-documentation.searchresults.json" autocomplete="off" id="global-search"> <div class="cmp-global-search__field bottom-border"> <i class="cmp-global-search__icon" data-cmp-hook-search="icon"></i> <span class="cmp-global-search__loading-indicator" data-cmp-hook-search="loadingIndicator"></span> <label for="header-global-search-searchfield" class="sr-only">Site-wide search</label> <input class="cmp-global-search__input" id="header-global-search-searchfield" data-cmp-hook-search="input" type="search" name="fulltext" role="combobox" aria-autocomplete="list" aria-haspopup="true" aria-invalid="false" aria-expanded="false" aria-controls="header-global-search-modal" aria-owns="header-global-search-modal" aria-describedby="cmp-global-search__list-status-header-global-search"/> <div class="sr-only" aria-hidden="true" id="cmp-global-search__list-status-header-global-search" role="status" aria-live="polite"><span>0</span> items available in list</div> <button class="cmp-global-search__clear hidden" type="reset"> <span class="sr-only">reset search</span> </button> <button class="cmp-global-search__submit" data-cmp-hook-search="search" type="submit"> <i class="cmp-search__submit-icon"> </i> <span class="sr-only">Search</span> </button> </div> </form> <div class="cmp-global-search__modal"> <ul id="header-global-search-modal" class="cmp-global-search__modal-listing header-global-search-modal"></ul> </div> </section> </div> <div class="cmp-global-header-mobile-section-nav"> <nav role="navigation" aria-labelledby="cmp-global-header-mobile-navigation-label"> <span class="sr-only" id="cmp-global-header-mobile-navigation-label">Site Selection</span> <ul class="cmp-global-header-mobile-section-nav-item-wrapper sectionItem-"> <li class="cmp-global-header-mobile-section-nav-header"> <button type="button" aria-expanded="false" class="cmp-global-mobile-nav-toggle-btn cmp-global-header-mobile-section-nav-header-button" aria-controls="patientcare-menu"> <span class="cmp-global-header-mobile-section-nav-item"> Patient Care </span> <span class="cmp-global-header-mobile-section-nav-expand-icon"></span> <span class="cmp-global-header-mobile-section-nav-collapse-icon" style="display: none"></span> </button> <div class="cmp-global-header-mobile-main-nav-wrapper" style="display: none" id="patientcare-menu"> <ul class="cmp-global-header-mobile-main-nav-list-wrapper"> <li class="cmp-global-header-main-nav-expanded-sectionlink"> <a href="/en/patient-care" id="patientcare-overview" aria-labelledby="patientcare-menu-trigger patientcare-overview">Overview</a> </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper"> <button type="button" aria-expanded="false" aria-controls="patientvisitorinformation-submenu" class="cmp-global-mobile-nav-toggle-btn cmp-global-header-mobile-main-nav-item-header-wrapper"> <span class="cmp-global-header-mobile-main-nav-item"> Patient & Visitor Information </span> <span class="cmp-global-header-mobile-main-nav-expand-icon"></span> <span class="cmp-global-header-mobile-main-nav-collapse-icon" style="display: none"></span> </button> <ul id="patientvisitorinformation-submenu" class="cmp-global-header-mobile-main-nav-children-wrapper" style="display: none"> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a id="patientvisitorinformation-overview" href="/en/patient-care/patient-visitor-information" target="_self">Overview</a> </li> <li class="cmp-global-header-main-nav-expanded-childHeader"> Getting Started </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="/en/patient-care/patient-visitor-information/new-to-mass-general-brigham" target="_self" class="internal"> <span>New to Mass General Brigham</span> </a> </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="/en/patient-care/international" target="_self" class="internal"> <span>International Patient Care</span> </a> </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="/en/patient-care/patient-visitor-information/patient-gateway" target="_self" class="internal"> <span>What Is Patient Gateway?</span> </a> </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="/en/patient-care/patient-visitor-information/planning-your-visit" target="_self" class="internal"> <span>Planning Your Visit</span> </a> </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="https://doctors.massgeneralbrigham.org/search" target="_blank" class="internal"> <span>Find a Doctor</span> <span class="sr-only"> (opens link in new tab)</span> </a> </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="/en/patient-care/patient-visitor-information/appointments" target="_self" class="internal"> <span>Appointments</span> </a> </li> <li class="cmp-global-header-main-nav-expanded-childHeader"> Patient Resources </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="/en/patient-care/patient-visitor-information/health-information" target="_self" class="internal"> <span>Health & Wellness</span> </a> </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="/en/patient-care/patient-visitor-information/respiratory-illnesses" target="_self" class="internal"> <span>Flu, COVID-19, & RSV</span> </a> </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="/en/patient-care/patient-visitor-information/billing" target="_self" class="internal"> <span>Billing & Insurance</span> </a> </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="/en/patient-care/patient-visitor-information/financial-assistance" target="_self" class="internal"> <span>Financial Assistance</span> </a> </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="/en/patient-care/patient-visitor-information/medicare-and-masshealth-acos" target="_self" class="internal"> <span>Medicare and MassHealth ACOs</span> </a> </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="/en/research-and-innovation/participate-in-research" target="_self" class="internal"> <span>Participate in Research</span> </a> </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="/en/patient-care/patient-visitor-information/videos" target="_self" class="internal"> <span>Educational Resources</span> </a> </li> <li class="cmp-global-header-main-nav-expanded-childHeader"> Visitor Information </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="/en/patient-care/services-and-specialties/find-a-location" target="_self" class="internal"> <span>Find a Location</span> </a> </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="/en/patient-care/patient-visitor-information/planning-your-visit/shuttles" target="_self" class="internal"> <span>Shuttles</span> </a> </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="/en/patient-care/patient-visitor-information/planning-your-visit/visitor-policy" target="_self" class="internal"> <span>Visitor Policies</span> </a> </li> <li class="cmp-global-header-mobile-main-nav-expanded-button-wrapper"> <a href="/en/patient-care/get-care" class="cmp-global-header-mobile-main-nav-expanded-button internal" target="_self"> <span>Find Care</span> </a> </li> </ul> </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper"> <button type="button" aria-expanded="false" aria-controls="hospitalsservicesspecialties-submenu" class="cmp-global-mobile-nav-toggle-btn cmp-global-header-mobile-main-nav-item-header-wrapper"> <span class="cmp-global-header-mobile-main-nav-item"> Hospitals, Services & Specialties </span> <span class="cmp-global-header-mobile-main-nav-expand-icon"></span> <span class="cmp-global-header-mobile-main-nav-collapse-icon" style="display: none"></span> </button> <ul id="hospitalsservicesspecialties-submenu" class="cmp-global-header-mobile-main-nav-children-wrapper" style="display: none"> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a id="hospitalsservicesspecialties-overview" href="/en/patient-care/services-and-specialties" target="_self">Overview</a> </li> <li class="cmp-global-header-main-nav-expanded-childHeader"> Services & Specialties </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="/en/patient-care/services-and-specialties/cancer" target="_self" class="internal"> <span>We’re One Against Cancer</span> </a> </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="/en/patient-care/services-and-specialties/primary-care" target="_self" class="internal"> <span>Primary Care</span> </a> </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="/en/patient-care/services-and-specialties/emergency" target="_self" class="internal"> <span>Emergency Care</span> </a> </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="/en/patient-care/services-and-specialties/urgent-care" target="_self" class="internal"> <span>Urgent Care</span> </a> </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="/en/patient-care/virtual-care" target="_self" class="internal"> <span>Virtual Care</span> </a> </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="/en/patient-care/services-and-specialties/healthcare-at-home" target="_self" class="internal"> <span>Healthcare at Home</span> </a> </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="/en/patient-care/services-and-specialties/heart" target="_self" class="internal"> <span>Heart Care</span> </a> </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="/en/patient-care/services-and-specialties/community-physicians" target="_self" class="internal"> <span>Mass General Brigham Community Physicians</span> </a> </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="/en/patient-care/services-and-specialties/rehabilitation" target="_self" class="internal"> <span>Rehabilitation</span> </a> </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="/en/patient-care/services-and-specialties/sports-medicine" target="_self" class="internal"> <span>Sports Medicine</span> </a> </li> <li class="cmp-global-header-main-nav-expanded-childHeader"> Hospitals </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="/en/patient-care/services-and-specialties/locations.location=Hospital" target="_self" class="internal"> <span>Hospital Locations</span> </a> </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="/en/patient-care/services-and-specialties/find-a-location/our-hospitals" target="_self" class="internal"> <span>Information About Our Hospitals</span> </a> </li> </ul> </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper"> <button type="button" aria-expanded="false" aria-controls="virtualcare-submenu" class="cmp-global-mobile-nav-toggle-btn cmp-global-header-mobile-main-nav-item-header-wrapper"> <span class="cmp-global-header-mobile-main-nav-item"> Virtual Care </span> <span class="cmp-global-header-mobile-main-nav-expand-icon"></span> <span class="cmp-global-header-mobile-main-nav-collapse-icon" style="display: none"></span> </button> <ul id="virtualcare-submenu" class="cmp-global-header-mobile-main-nav-children-wrapper" style="display: none"> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a id="virtualcare-overview" href="/en/patient-care/virtual-care" target="_self">Overview</a> </li> <li class="cmp-global-header-main-nav-expanded-childHeader"> Our Virtual Care Options </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="/en/patient-care/virtual-care/virtual-urgent-care" target="_self" class="internal"> <span>Virtual Urgent Care</span> </a> </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="/en/patient-care/virtual-care/virtual-visits" target="_self" class="internal"> <span>Virtual Visits for Primary & Specialty Care</span> </a> </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="/en/patient-care/virtual-care/online-second-opinions" target="_self" class="internal"> <span>Online Second Opinions</span> </a> </li> </ul> </li> </ul> </div> </li> <li class="cmp-global-header-mobile-section-nav-header"> <button type="button" aria-expanded="false" class="cmp-global-mobile-nav-toggle-btn cmp-global-header-mobile-section-nav-header-button" aria-controls="researchinnovation-menu"> <span class="cmp-global-header-mobile-section-nav-item"> Research & Innovation </span> <span class="cmp-global-header-mobile-section-nav-expand-icon"></span> <span class="cmp-global-header-mobile-section-nav-collapse-icon" style="display: none"></span> </button> <div class="cmp-global-header-mobile-main-nav-wrapper" style="display: none" id="researchinnovation-menu"> <ul class="cmp-global-header-mobile-main-nav-list-wrapper"> <li class="cmp-global-header-main-nav-expanded-sectionlink"> <a href="/en/research-and-innovation" id="researchinnovation-overview" aria-labelledby="researchinnovation-menu-trigger researchinnovation-overview">Overview</a> </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="/en/research-and-innovation/participate-in-research" class="internal"> <span>Participate in Research</span> </a> </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper"> <button type="button" aria-expanded="false" aria-controls="centersprograms-submenu" class="cmp-global-mobile-nav-toggle-btn cmp-global-header-mobile-main-nav-item-header-wrapper"> <span class="cmp-global-header-mobile-main-nav-item"> Centers & Programs </span> <span class="cmp-global-header-mobile-main-nav-expand-icon"></span> <span class="cmp-global-header-mobile-main-nav-collapse-icon" style="display: none"></span> </button> <ul id="centersprograms-submenu" class="cmp-global-header-mobile-main-nav-children-wrapper" style="display: none"> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a id="centersprograms-overview" href="/en/research-and-innovation/centers-and-programs" target="_self">Overview</a> </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="/en/research-and-innovation/centers-and-programs/hospital-research-institutes" target="_self" class="internal"> <span>Hospital Research Institutes</span> </a> </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="/en/research-and-innovation/centers-and-programs/artificial-intelligence" target="_self" class="internal"> <span>Artificial Intelligence</span> </a> </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="/en/research-and-innovation/centers-and-programs/gene-cell-therapy" target="_self" class="internal"> <span>Gene and Cell Therapy Institute</span> </a> </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="/en/research-and-innovation/centers-and-programs/personalized-medicine" target="_self" class="internal"> <span>Personalized Medicine</span> </a> </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="/en/research-and-innovation/centers-and-programs/population-health" target="_self" class="internal"> <span>Population Health</span> </a> </li> </ul> </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper"> <button type="button" aria-expanded="false" aria-controls="innovation-submenu" class="cmp-global-mobile-nav-toggle-btn cmp-global-header-mobile-main-nav-item-header-wrapper"> <span class="cmp-global-header-mobile-main-nav-item"> Innovation </span> <span class="cmp-global-header-mobile-main-nav-expand-icon"></span> <span class="cmp-global-header-mobile-main-nav-collapse-icon" style="display: none"></span> </button> <ul id="innovation-submenu" class="cmp-global-header-mobile-main-nav-children-wrapper" style="display: none"> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a id="innovation-overview" href="/en/research-and-innovation/innovation" target="_self">Overview</a> </li> <li class="cmp-global-header-main-nav-expanded-childHeader"> About Innovation </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="/en/research-and-innovation/innovation/about" target="_self" class="internal"> <span>About</span> </a> </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="/en/research-and-innovation/innovation/about/team" target="_self" class="internal"> <span>Team</span> </a> </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="/en/research-and-innovation/innovation/news" target="_self" class="internal"> <span>News</span> </a> </li> <li class="cmp-global-header-main-nav-expanded-childHeader"> For Industry </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="/en/research-and-innovation/innovation/venture-capital-and-investments" target="_self" class="internal"> <span>Venture Capital and Investments</span> </a> </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="https://worldmedicalinnovation.org/" target="_blank" class="internal"> <span>World Medical Innovation Forum</span> <span class="sr-only"> (opens link in new tab)</span> </a> </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="/en/research-and-innovation/innovation/for-industry/featured-licensing" target="_self" class="internal"> <span>Featured Licensing Opportunities</span> </a> </li> <li class="cmp-global-header-main-nav-expanded-childHeader"> For Innovators </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="/en/research-and-innovation/innovation/for-innovators/commercialization" target="_self" class="internal"> <span>Commercialization Guide for Innovators</span> </a> </li> <li class="cmp-global-header-mobile-main-nav-expanded-button-wrapper"> <a href="/en/research-and-innovation/innovation/contact" class="cmp-global-header-mobile-main-nav-expanded-button internal" target="_self"> <span>Contact us</span> </a> </li> </ul> </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper"> <button type="button" aria-expanded="false" aria-controls="researcherscollaborators-submenu" class="cmp-global-mobile-nav-toggle-btn cmp-global-header-mobile-main-nav-item-header-wrapper"> <span class="cmp-global-header-mobile-main-nav-item"> Researchers & Collaborators </span> <span class="cmp-global-header-mobile-main-nav-expand-icon"></span> <span class="cmp-global-header-mobile-main-nav-collapse-icon" style="display: none"></span> </button> <ul id="researcherscollaborators-submenu" class="cmp-global-header-mobile-main-nav-children-wrapper" style="display: none"> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a id="researcherscollaborators-overview" href="/en/research-and-innovation/for-researchers-and-collaborators" target="_self">Overview</a> </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="/en/research-and-innovation/for-researchers-and-collaborators/information-for-researchers" target="_self" class="internal"> <span>Information for Researchers</span> </a> </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="/en/research-and-innovation/for-researchers-and-collaborators/compliance-office" target="_self" class="internal"> <span>Compliance Office</span> </a> </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="/en/research-and-innovation/for-researchers-and-collaborators/research-cores" target="_self" class="internal"> <span>Research Cores</span> </a> </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="/en/research-and-innovation/centers-and-programs/clinical-trials-office" target="_self" class="internal"> <span>Clinical Trials</span> </a> </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="/en/research-and-innovation/for-researchers-and-collaborators/advisory-services" target="_self" class="internal"> <span>Advisory Services</span> </a> </li> <li class="cmp-global-header-main-nav-expanded-childHeader"> Featured Research </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="/en/research-and-innovation/breakthroughs" target="_self" class="internal"> <span>Two Centuries of Breakthroughs</span> </a> </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="https://advances.massgeneral.org/" target="_blank" class="internal"> <span>Advances in Motion</span> <span class="sr-only"> (opens link in new tab)</span> </a> </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="https://www.brighamhealthonamission.org/" target="_blank" class="internal"> <span>Brigham on a Mission</span> <span class="sr-only"> (opens link in new tab)</span> </a> </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="/en/research-and-innovation/centers-and-programs/gene-cell-therapy" target="_self" class="internal"> <span>Gene and Cell Therapy Institute</span> </a> </li> <li class="cmp-global-header-main-nav-expanded-childHeader"> Research News </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="/en/research-and-innovation/for-researchers-and-collaborators/alzheimers" target="_self" class="internal"> <span>Alzheimer's Disease</span> </a> </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="/en/research-and-innovation/for-researchers-and-collaborators/artificial-intelligence" target="_self" class="internal"> <span>Artificial Intelligence</span> </a> </li> </ul> </li> </ul> </div> </li> <li class="cmp-global-header-mobile-section-nav-header"> <button type="button" aria-expanded="false" class="cmp-global-mobile-nav-toggle-btn cmp-global-header-mobile-section-nav-header-button" aria-controls="educationtraining-menu"> <span class="cmp-global-header-mobile-section-nav-item"> Education & Training </span> <span class="cmp-global-header-mobile-section-nav-expand-icon"></span> <span class="cmp-global-header-mobile-section-nav-collapse-icon" style="display: none"></span> </button> <div class="cmp-global-header-mobile-main-nav-wrapper" style="display: none" id="educationtraining-menu"> <ul class="cmp-global-header-mobile-main-nav-list-wrapper"> <li class="cmp-global-header-main-nav-expanded-sectionlink"> <a href="/en/education-and-training" id="educationtraining-overview" aria-labelledby="educationtraining-menu-trigger educationtraining-overview">Overview</a> </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper"> <button type="button" aria-expanded="false" aria-controls="graduatemedicaleducation-submenu" class="cmp-global-mobile-nav-toggle-btn cmp-global-header-mobile-main-nav-item-header-wrapper"> <span class="cmp-global-header-mobile-main-nav-item"> Graduate Medical Education </span> <span class="cmp-global-header-mobile-main-nav-expand-icon"></span> <span class="cmp-global-header-mobile-main-nav-collapse-icon" style="display: none"></span> </button> <ul id="graduatemedicaleducation-submenu" class="cmp-global-header-mobile-main-nav-children-wrapper" style="display: none"> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a id="graduatemedicaleducation-overview" href="/en/education-and-training/graduate-medical-education" target="_self">Overview</a> </li> <li class="cmp-global-header-main-nav-expanded-childHeader"> Residency & fellowship programs </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="/en/education-and-training/graduate-medical-education/residencies-and-fellowships/brigham-and-womens-hospital" target="_self" class="internal"> <span>Brigham and Women's Hospital</span> </a> </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="/en/education-and-training/graduate-medical-education/residencies-and-fellowships/massachusetts-general-hospital" target="_self" class="internal"> <span>Massachusetts General Hospital</span> </a> </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="/en/education-and-training/graduate-medical-education/residencies-and-fellowships/mass-eye-and-ear" target="_self" class="internal"> <span>Mass Eye and Ear</span> </a> </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="/en/education-and-training/graduate-medical-education/residencies-and-fellowships/newton-wellesley-hospital" target="_self" class="internal"> <span>Newton-Wellesley Hospital</span> </a> </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="/en/education-and-training/graduate-medical-education/residencies-and-fellowships/salem-hospital" target="_self" class="internal"> <span>Salem Hospital</span> </a> </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="/en/education-and-training/graduate-medical-education/residencies-and-fellowships/integrated-programs" target="_self" class="internal"> <span>Integrated Mass General Brigham Programs</span> </a> </li> <li class="cmp-global-header-main-nav-expanded-childHeader"> Centers of Expertise </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="/en/education-and-training/graduate-medical-education/centers-of-expertise/global-community-health" target="_self" class="internal"> <span>Global & Community Health</span> </a> </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="/en/education-and-training/graduate-medical-education/centers-of-expertise/health-policy-and-management" target="_self" class="internal"> <span>Health Policy & Management</span> </a> </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="/en/education-and-training/graduate-medical-education/centers-of-expertise/healthcare-quality-patient-safety" target="_self" class="internal"> <span>Healthcare Quality & Patient Safey</span> </a> </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="/en/education-and-training/graduate-medical-education/centers-of-expertise/medical-education" target="_self" class="internal"> <span>Medical Education</span> </a> </li> <li class="cmp-global-header-main-nav-expanded-childHeader"> For trainees </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="/en/education-and-training/graduate-medical-education/for-trainees/prospective" target="_self" class="internal"> <span>Prospective trainees</span> </a> </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="/en/education-and-training/graduate-medical-education/for-trainees/incoming" target="_self" class="internal"> <span>Incoming trainees</span> </a> </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="/en/education-and-training/graduate-medical-education/for-trainees/current" target="_self" class="internal"> <span>Current trainees</span> </a> </li> </ul> </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="/en/education-and-training/continuing-professional-development" class="internal"> <span>Continuing Professional Development</span> </a> </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper"> <button type="button" aria-expanded="false" aria-controls="otherlearningopportunities-submenu" class="cmp-global-mobile-nav-toggle-btn cmp-global-header-mobile-main-nav-item-header-wrapper"> <span class="cmp-global-header-mobile-main-nav-item"> Other Learning Opportunities </span> <span class="cmp-global-header-mobile-main-nav-expand-icon"></span> <span class="cmp-global-header-mobile-main-nav-collapse-icon" style="display: none"></span> </button> <ul id="otherlearningopportunities-submenu" class="cmp-global-header-mobile-main-nav-children-wrapper" style="display: none"> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a id="otherlearningopportunities-overview" href="/en/education-and-training/learning-opportunities" target="_self">Overview</a> </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="/en/education-and-training/mgh-institute-of-health-professions" target="_self" class="internal"> <span>MGH Institute of Health Professions</span> </a> </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="/en/education-and-training/learning-opportunities/internships" target="_self" class="internal"> <span>Internships</span> </a> </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="/en/education-and-training/learning-opportunities/medical-laboratory-science-training-program" target="_self" class="internal"> <span>Medical Lab Science Training Program</span> </a> </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="/en/education-and-training/learning-opportunities/workforce-development" target="_self" class="internal"> <span>Mass General Brigham Workforce Development</span> </a> </li> </ul> </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper"> <button type="button" aria-expanded="false" aria-controls="oureducationalcommitment-submenu" class="cmp-global-mobile-nav-toggle-btn cmp-global-header-mobile-main-nav-item-header-wrapper"> <span class="cmp-global-header-mobile-main-nav-item"> Our Educational Commitment </span> <span class="cmp-global-header-mobile-main-nav-expand-icon"></span> <span class="cmp-global-header-mobile-main-nav-collapse-icon" style="display: none"></span> </button> <ul id="oureducationalcommitment-submenu" class="cmp-global-header-mobile-main-nav-children-wrapper" style="display: none"> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a id="oureducationalcommitment-overview" href="/en/education-and-training/our-educational-commitment" target="_self">Overview</a> </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="/en/education-and-training/alumni-association" target="_self" class="internal"> <span>Alumni Association</span> </a> </li> </ul> </li> </ul> </div> </li> <li class="cmp-global-header-mobile-section-nav-header"> <button type="button" aria-expanded="false" class="cmp-global-mobile-nav-toggle-btn cmp-global-header-mobile-section-nav-header-button" aria-controls="about-menu"> <span class="cmp-global-header-mobile-section-nav-item"> About </span> <span class="cmp-global-header-mobile-section-nav-expand-icon"></span> <span class="cmp-global-header-mobile-section-nav-collapse-icon" style="display: none"></span> </button> <div class="cmp-global-header-mobile-main-nav-wrapper" style="display: none" id="about-menu"> <ul class="cmp-global-header-mobile-main-nav-list-wrapper"> <li class="cmp-global-header-main-nav-expanded-sectionlink"> <a href="/en/about" id="about-overview" aria-labelledby="about-menu-trigger about-overview">Overview</a> </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper"> <button type="button" aria-expanded="false" aria-controls="advancingcare-submenu" class="cmp-global-mobile-nav-toggle-btn cmp-global-header-mobile-main-nav-item-header-wrapper"> <span class="cmp-global-header-mobile-main-nav-item"> Advancing Care </span> <span class="cmp-global-header-mobile-main-nav-expand-icon"></span> <span class="cmp-global-header-mobile-main-nav-collapse-icon" style="display: none"></span> </button> <ul id="advancingcare-submenu" class="cmp-global-header-mobile-main-nav-children-wrapper" style="display: none"> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a id="advancingcare-overview" href="/en/about/advancing-care" target="_self">Overview</a> </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="/en/about/advancing-care/integrated-healthcare-system" target="_self" class="internal"> <span>Integrated Healthcare System</span> </a> </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="/en/patient-care/patient-visitor-information/quality-of-care" target="_self" class="internal"> <span>Quality of Care</span> </a> </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="/en/about/advancing-care/health-equity-community-health" target="_self" class="internal"> <span>Health Equity & Community Health</span> </a> </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="/en/about/members-affiliations" target="_self" class="internal"> <span>Members and Affiliates</span> </a> </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="/en/about/advancing-care/history" target="_self" class="internal"> <span>History</span> </a> </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="/en/about/leadership-and-governance" target="_self" class="internal"> <span>Leadership</span> </a> </li> </ul> </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper"> <button type="button" aria-expanded="false" aria-controls="commitmenttodiversityequityandinclusion-submenu" class="cmp-global-mobile-nav-toggle-btn cmp-global-header-mobile-main-nav-item-header-wrapper"> <span class="cmp-global-header-mobile-main-nav-item"> Commitment to Diversity, Equity, and Inclusion </span> <span class="cmp-global-header-mobile-main-nav-expand-icon"></span> <span class="cmp-global-header-mobile-main-nav-collapse-icon" style="display: none"></span> </button> <ul id="commitmenttodiversityequityandinclusion-submenu" class="cmp-global-header-mobile-main-nav-children-wrapper" style="display: none"> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a id="commitmenttodiversityequityandinclusion-overview" href="/en/about/diversity-equity-and-inclusion" target="_self">Overview</a> </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="/en/about/diversity-equity-and-inclusion/united-against-racism" target="_self" class="internal"> <span>United Against Racism</span> </a> </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="/en/about/diversity-equity-and-inclusion/employee-resource-groups" target="_self" class="internal"> <span>Employee Resource Groups</span> </a> </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="/en/about/diversity-equity-and-inclusion/accessibility" target="_self" class="internal"> <span>Accessibility</span> </a> </li> </ul> </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="/en/about/newsroom" class="internal"> <span>Newsroom </span> </a> </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper"> <button type="button" aria-expanded="false" aria-controls="careers-submenu" class="cmp-global-mobile-nav-toggle-btn cmp-global-header-mobile-main-nav-item-header-wrapper"> <span class="cmp-global-header-mobile-main-nav-item"> Careers </span> <span class="cmp-global-header-mobile-main-nav-expand-icon"></span> <span class="cmp-global-header-mobile-main-nav-collapse-icon" style="display: none"></span> </button> <ul id="careers-submenu" class="cmp-global-header-mobile-main-nav-children-wrapper" style="display: none"> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a id="careers-overview" href="/en/about/careers" target="_self">Overview</a> </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="/en/about/careers/benefits" target="_self" class="internal"> <span>Benefits</span> </a> </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="/en/about/careers/at-our-member-institutions" target="_self" class="internal"> <span>Careers at our Member Institutions</span> </a> </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="/en/about/careers/talent-community" target="_self" class="internal"> <span>Join our Talent Community</span> </a> </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="/en/about/careers/employment-conditions" target="_self" class="internal"> <span>Employment Conditions</span> </a> </li> <li class="cmp-global-header-main-nav-expanded-childHeader"> Featured Jobs </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="/en/about/careers/system/development" target="_self" class="internal"> <span>Development</span> </a> </li> <li class="cmp-global-header-mobile-main-nav-item-wrapper-main-nav-link"> <a href="/en/about/careers/system/healthcare-at-home" target="_self" class="internal"> <span>Healthcare at Home</span> </a> </li> <li class="cmp-global-header-mobile-main-nav-expanded-button-wrapper"> <a href="https://massgeneralbrigham.wd1.myworkdayjobs.com/MGBExternal" class="cmp-global-header-mobile-main-nav-expanded-button external" target="_blank"> <span>Search Mass General Brigham Careers</span> <span class="sr-only"> (opens external link in new tab)</span> </a> </li> </ul> </li> </ul> </div> </li> <li class="cmp-global-header-mobile-section-nav-header"> <button type="button" aria-expanded="false" aria-controls="cmp-global-header-mobile-language-container" class="cmp-global-mobile-nav-toggle-btn cmp-global-header-mobile-section-nav-header-button cmp-global-mobile-nav-menu-language-selector"> <span class="cmp-global-header-mobile-main-nav-item"> Select Language </span> <span class="cmp-global-header-mobile-main-nav-expand-icon"></span> <span class="cmp-global-header-mobile-main-nav-collapse-icon" style="display: none"></span> </button> <div class="cmp-global-header-mobile-language-selector language-selector-hidden" id="cmp-global-header-mobile-language-container"> <div class="cmp-global-header-mobile-language-selector-container" data-lang-title="{"en":"English","zh":"繁體中文","zh-CN":"简体中文","pt-BR":"Português","es":"Español","ru":"Pусский","ht":"Kreyòl Ayisyen","ar":"العربية"}"> <div class="languagenavigation cmp-injectedLanguageComponentMobile"> <nav data-cmp-data-layer="{"languagenavigation-500db482d4":{"@type":"aem-mgb/components/languagenavigation","repo:modifyDate":"2022-07-22T13:33:49Z"}}" id="languagenavigation-500db482d4" class="cmp-languagenavigation" role="navigation"> <ul class="cmp-languagenavigation__group"> <li class="cmp-languagenavigation__item cmp-languagenavigation__item--langcode-en cmp-languagenavigation__item--level-0 cmp-languagenavigation__item--active" data-cmp-data-layer="{"languagenavigation-500db482d4-item-0c47b300a1":{"@type":"aem-mgb/components/languagenavigation/item","repo:modifyDate":"2024-07-08T13:00:04Z","dc:title":"Home","xdm:linkURL":"/en/about/newsroom/articles/ai-ambient-documentation"}}"> <a data-cmp-clickable class="cmp-languagenavigation__item-link" hreflang="en" lang="en" rel="alternate" href="/en/about/newsroom/articles/ai-ambient-documentation">Home</a> </li> <li class="cmp-languagenavigation__item cmp-languagenavigation__item--langcode-ar cmp-languagenavigation__item--level-0" data-cmp-data-layer="{"languagenavigation-500db482d4-item-e7744ade7c":{"@type":"aem-mgb/components/languagenavigation/item","repo:modifyDate":"2022-09-07T21:29:17Z","dc:title":"العربية","xdm:linkURL":"/ar"}}"> <a data-cmp-clickable class="cmp-languagenavigation__item-link" hreflang="ar" lang="ar" rel="alternate" href="/ar">العربية</a> </li> <li class="cmp-languagenavigation__item cmp-languagenavigation__item--langcode-zh cmp-languagenavigation__item--level-0" data-cmp-data-layer="{"languagenavigation-500db482d4-item-ef9aa5dc6f":{"@type":"aem-mgb/components/languagenavigation/item","repo:modifyDate":"2023-03-10T20:48:29Z","dc:title":"中文","xdm:linkURL":"/zh"}}"> <a data-cmp-clickable class="cmp-languagenavigation__item-link" hreflang="zh" lang="zh" rel="alternate" href="/zh">中文</a> </li> <li class="cmp-languagenavigation__item cmp-languagenavigation__item--langcode-ht cmp-languagenavigation__item--level-0" data-cmp-data-layer="{"languagenavigation-500db482d4-item-038240c382":{"@type":"aem-mgb/components/languagenavigation/item","repo:modifyDate":"2022-09-07T21:29:18Z","dc:title":"Kreyòl Ayisyen","xdm:linkURL":"/ht"}}"> <a data-cmp-clickable class="cmp-languagenavigation__item-link" hreflang="ht" lang="ht" rel="alternate" href="/ht">Kreyòl Ayisyen</a> </li> <li class="cmp-languagenavigation__item cmp-languagenavigation__item--countrycode-BR cmp-languagenavigation__item--langcode-pt-BR cmp-languagenavigation__item--level-0" data-cmp-data-layer="{"languagenavigation-500db482d4-item-f976fc9502":{"@type":"aem-mgb/components/languagenavigation/item","repo:modifyDate":"2022-09-07T21:29:19Z","dc:title":"Português","xdm:linkURL":"/pt-br"}}"> <a data-cmp-clickable class="cmp-languagenavigation__item-link" hreflang="pt-BR" lang="pt-BR" rel="alternate" href="/pt-br">Português</a> </li> <li class="cmp-languagenavigation__item cmp-languagenavigation__item--langcode-ru cmp-languagenavigation__item--level-0" data-cmp-data-layer="{"languagenavigation-500db482d4-item-7da1cef8d0":{"@type":"aem-mgb/components/languagenavigation/item","repo:modifyDate":"2022-09-07T21:29:19Z","dc:title":"Pусский","xdm:linkURL":"/ru"}}"> <a data-cmp-clickable class="cmp-languagenavigation__item-link" hreflang="ru" lang="ru" rel="alternate" href="/ru">Pусский</a> </li> <li class="cmp-languagenavigation__item cmp-languagenavigation__item--langcode-es cmp-languagenavigation__item--level-0" data-cmp-data-layer="{"languagenavigation-500db482d4-item-e6c7b85345":{"@type":"aem-mgb/components/languagenavigation/item","repo:modifyDate":"2022-09-07T21:29:19Z","dc:title":"Español","xdm:linkURL":"/es"}}"> <a data-cmp-clickable class="cmp-languagenavigation__item-link" hreflang="es" lang="es" rel="alternate" href="/es">Español</a> </li> <li class="cmp-languagenavigation__item cmp-languagenavigation__item--countrycode-CN cmp-languagenavigation__item--langcode-zh-CN cmp-languagenavigation__item--level-0" data-cmp-data-layer="{"languagenavigation-500db482d4-item-d003053324":{"@type":"aem-mgb/components/languagenavigation/item","repo:modifyDate":"2024-01-16T19:24:55Z","dc:title":"中文","xdm:linkURL":"/zh_cn"}}"> <a data-cmp-clickable class="cmp-languagenavigation__item-link" hreflang="zh-CN" lang="zh-CN" rel="alternate" href="/zh_cn">中文</a> </li> </ul> </nav> </div> <span class="sr-only">Language selector navigation menu.</span> </div> </div> </li> </ul> </nav> </div>  <div class="cmp-nav-item-utility-link-wrap-mobile sectionItem-0"> <a class="cmp-nav-item-utility-link" href="/en/about/giving" target="_self"> Giving to Mass General Brigham </a> </div> <div class="cmp-nav-item-utility-link-wrap-mobile sectionItem-1"> <a class="cmp-nav-item-utility-link" href="/en/about/giving" target="_self"> Giving to Mass General Brigham </a> </div> <div class="cmp-nav-item-utility-link-wrap-mobile sectionItem-2"> <a class="cmp-nav-item-utility-link" href="/en/about/giving" target="_self"> Giving to Mass General Brigham </a> </div> <div class="cmp-nav-item-utility-link-wrap-mobile sectionItem-3"> <a class="cmp-nav-item-utility-link" href="/en/about/giving" target="_self"> Giving to Mass General Brigham </a> </div>  <nav class="cmp-global-header-mobile-utility-nav" role="navigation" aria-label="Utility"> <span class="sr-only" id="global-main-nav-mobile-label">Main Navigation Links</span> <div class="cmp-global-header-mobile-utility-top-links-container"> <ul class="cmp-global-header-mobile-utility-links-wrapper"> <li> <a href="/en/patient-care/patient-visitor-information/appointments" class="cmp-global-header-mobile-utility-links-button " target="_self"> Request an appointment </a> </li> <li> <a href="https://patientgateway.massgeneralbrigham.org/" class="cmp-global-header-mobile-utility-links-button external-link" target="_blank"> Log in to Patient Gateway </a> </li> <li> <a href="https://doctors.massgeneralbrigham.org/search" class="cmp-global-header-mobile-utility-links-button " target="_self"> Find a doctor </a> </li> <li> <a href="/en/patient-care/services-and-specialties/find-a-location" class="cmp-global-header-mobile-utility-links-button " target="_self"> Find a location </a> </li> </ul> </div> <div class="cmp-global-header-mobile-utility-bottom-links-container"> <span class="sr-only" id="global-utility-links-mobile-label">Utility Links</span> <div class="cmp-global-header-mobile-utility-links-wrapper"> </div> </div> </nav> </div> </div> <div class="cmp-global-sticky-spacer"></div> </div> </div> </div> </div> </div> </header> <div class="breadcrumb aem-GridColumn aem-GridColumn--default--12"> <nav id="breadcrumb-d49c4da287" class="cmp-breadcrumb" aria-label="Breadcrumb" data-cmp-data-layer="{"breadcrumb-d49c4da287":{"@type":"aem-mgb/components/breadcrumb","repo:modifyDate":"2024-07-09T21:01:56Z"}}" role="navigation"> <ol class="cmp-breadcrumb__list" itemscope itemtype="http://schema.org/BreadcrumbList"> <li class="cmp-breadcrumb__item" data-cmp-data-layer="{"breadcrumb-d49c4da287-item-1f460a77b3":{"@type":"aem-mgb/components/breadcrumb/item","repo:modifyDate":"2022-09-07T21:29:03Z","dc:title":"About Us","xdm:linkURL":"/en/about"}}" itemprop="itemListElement" itemscope itemtype="http://schema.org/ListItem"> <a class="cmp-breadcrumb__item-link" itemprop="item" data-cmp-clickable href="/en/about"> <span itemprop="name">About Us</span> </a> <meta itemprop="position" content="1"/> </li> <li class="cmp-breadcrumb__item" data-cmp-data-layer="{"breadcrumb-d49c4da287-item-39c12f7d58":{"@type":"aem-mgb/components/breadcrumb/item","repo:modifyDate":"2022-09-07T21:29:05Z","dc:title":"Newsroom","xdm:linkURL":"/en/about/newsroom"}}" itemprop="itemListElement" itemscope itemtype="http://schema.org/ListItem"> <a class="cmp-breadcrumb__item-link" itemprop="item" data-cmp-clickable href="/en/about/newsroom"> <span itemprop="name">Newsroom</span> </a> <meta itemprop="position" content="2"/> </li> <li class="cmp-breadcrumb__item cmp-breadcrumb__item--active" aria-current="page" data-cmp-data-layer="{"breadcrumb-d49c4da287-item-0c47b300a1":{"@type":"aem-mgb/components/breadcrumb/item","repo:modifyDate":"2024-07-08T13:00:04Z","dc:title":"Using AI to Generate Clinical Notes","xdm:linkURL":"/en/about/newsroom/articles/ai-ambient-documentation"}}" itemprop="itemListElement" itemscope itemtype="http://schema.org/ListItem"> <span itemprop="name">Using AI to Generate Clinical Notes</span> <meta itemprop="position" content="3"/> </li> </ol> </nav> </div> <div class="alert cmp-alert cmp-alert-page aem-GridColumn aem-GridColumn--default--12"> <div class="cmp-alert-main-container"> <div class="cmp-alert-container hidden" role="alert" tabindex="-1"> <div class="cmp-alert-content"> <div class="cmp-alert-icon-container"></div> <div class="cmp-alert-content-container"> <div class="cmp-alert-closed"> <h2 class="cmp-alert-primary-title"></h2> <div class="cmp-alert-body-toggle-icon-container"> <button class="cmp-alert-body-toggle-icon cmp-alert-body-toggle-icon-expand hidden" type="button" aria-expanded="false"><span class="sr-only">More alert details</span></button> </div> </div> <div> <div class="cmp-alert-body alert-hidden"> <div class="cmp-alert-body-content"> <div class="cmp-alert-body-title"></div> <div class="cmp-alert-body-details-container"></div> </div> <div class="cmp-alert-body-button-container"> <div class="global-button button cmp-injectedComponent"> </div> </div> </div> </div> </div> </div> </div> <div class="cmp-dynamic-alert-container" data-service-url="/content/mgb-global/global/en/about/newsroom/articles/ai-ambient-documentation.dynamic-alerts.json"></div> </div> </div> <div class="container responsivegrid aem-GridColumn aem-GridColumn--default--12"> <div id="container-97e7c4ff01" class="cmp-container"> <div class="aem-Grid aem-Grid--12 aem-Grid--default--12 "> </div> </div> </div> <div class="article-hero aem-GridColumn aem-GridColumn--default--12"><div> <div class="cmp-article-hero"> <h1 class="cmp-article-hero-title"> How AI Can Help Providers Listen to Their Patients Better </h1> <div class="cmp-article-hero-info-wrapper"> <div class="cmp-article-hero-authors"> <span class="cmp-article-hero-author-title">Contributors:</span> <span class="cmp-article-hero-author-item">Rebecca Mishuris, MD, MPH, MS; Amanda Centi, PhD</span> </div> <div class="cmp-article-hero-time-wrapper"> <div class="cmp-article-hero-date"><time datetime="2024-07-08">Jul 8, 2024</time> </div> <div class="cmp-article-hero-read-time"><bdi>6 minute read</bdi></div> </div> </div> <div class="cmp-article-hero-row"> <div class="cmp-article-hero-tags" role="region" aria-label="related topic tags"> <ul class="cmp-article-hero-tags-item-wrapper"> <li class="cmp-article-hero-tags-item"><a href="https://www.massgeneralbrigham.org/en/about/newsroom.topic=Patient%20Care">Patient Care</a></li> <li class="cmp-article-hero-tags-item"><a href="https://www.massgeneralbrigham.org/en/about/newsroom.topic=Technology%20&%20Innovation">Technology & Innovation</a></li> <li class="cmp-article-hero-tags-item"><a href="https://www.massgeneralbrigham.org/en/about/newsroom.topic=Research">Research</a></li> </ul> </div> <div class="cmp-article-hero-social-links" role="region" aria-label="share this article"> <ul class="cmp-article-hero-social-links-wrapper"> <li> <a href="#" class="cmp-article-hero-facebook"><span class="sr-only">share on facebook</span> <div class="cmp-article-hero-facebook-icon"></div> </a> </li> <li> <a href="#" class="cmp-article-hero-linkedin"><span class="sr-only">share on linkedIn</span> <div class="cmp-article-hero-linkedin-icon"></div> </a> </li> <li> <a href="#" class="cmp-article-hero-x-twitter"><span class="sr-only">share on X, formerly known as Twitter</span> <div class="cmp-article-hero-x-twitter-icon"></div> </a> </li> <li> <a href="#" class="cmp-article-hero-mail"><span class="sr-only">share by email</span> <div class="cmp-article-hero-mail-icon"></div> </a> </li> <li> <button class="cmp-article-hero-print"><span class="sr-only">print article</span> <div class="cmp-article-hero-print-icon"></div> </button> </li> </ul> </div> </div> </div> </div> </div> <div class="container responsivegrid cmp-container-1440-gutters aem-GridColumn aem-GridColumn--default--12"> <div id="container-622dcbd6c2" class="cmp-container"> <div class="aem-Grid aem-Grid--12 aem-Grid--default--12 "> <div class="image aem-GridColumn aem-GridColumn--default--12"> <div data-cmp-is="image" data-cmp-src="/content/mgb-global/global/en/about/newsroom/articles/ai-ambient-documentation/_jcr_content/root/container_1214295969/image.coreimg{.width}.jpeg/1720558916659/doctor-and-patient-2200x1200.jpeg" data-asset-id="64151083-9aa0-4708-9fba-51c36d6a2990" data-cmp-filereference="/content/dam/mgb-global/en/about/newsroom/articles/images/doctor-and-patient-2200x1200.jpg" id="image-f62b019377" data-cmp-data-layer="{"image-f62b019377":{"@type":"aem-mgb/components/image","repo:modifyDate":"2024-07-09T21:01:56Z","image":{"repo:id":"64151083-9aa0-4708-9fba-51c36d6a2990","repo:modifyDate":"2024-07-03T17:39:33Z","@type":"image/jpeg","repo:path":"/content/dam/mgb-global/en/about/newsroom/articles/images/doctor-and-patient-2200x1200.jpg","xdm:tags":["properties:orientation/landscape"],"xdm:smartTags":{"lab coat":0.867,"person":1.0,"patient":0.968,"business photography":0.934,"therapy":0.841,"client":0.938,"man":1.0,"clinic":0.756,"stethoscope":0.911,"pediatric":0.932,"vaccination":0.887}}}}" data-cmp-hook-image="imageV3" class="cmp-image" itemscope itemtype="http://schema.org/ImageObject"> <img src="/content/mgb-global/global/en/about/newsroom/articles/ai-ambient-documentation/_jcr_content/root/container_1214295969/image.coreimg.jpeg/1720558916659/doctor-and-patient-2200x1200.jpeg" loading="lazy" class="cmp-image__image" itemprop="contentUrl" width="2200" height="1200" alt="A doctor talks to a patient in an examining room."/> </div> </div> <div class="text aem-GridColumn aem-GridColumn--default--12"> <div data-cmp-data-layer="{"text-d13eb21200":{"@type":"aem-mgb/components/text","repo:modifyDate":"2024-07-09T21:01:56Z","xdm:text":"<p>Mass General Brigham is&nbsp;pioneering artificial intelligence (AI) technologies&nbsp;to put the relationship between caregivers and patients at the center of healthcare delivery. One example is the ambient documentation tools that clinicians across Mass General Brigham are using.</p>\r\n<p><a href=\"https://doctors.massgeneralbrigham.org/provider/Rebecca%20Grochow%20Mishuris/2611775?pk_vid=6eb025d3abb39175171761098658a058\">Rebecca Mishuris, MD, MPH, MS</a>, chief medical information officer and vice president, Digital, and&nbsp;Amanda Centi, PhD, innovation manager, Emerging Technologies and Solutions, talk about this innovative technology and the road ahead.</p>\r\n<p>Ambient documentation technology securely records patient-clinician conversations and uses AI to generate clinical notes. The clinician then reviews and edits the note before signing the note in the patient’s electronic health record.</p>\r\n<h2>Q: What’s the latest on the use of ambient documentation at Mass General Brigham?</h2>\r\n<p><b>Dr. Mishuris:</b>&nbsp;We performed an initial proof of concept with about 20 clinicians across multiple specialties. The goal was to understand workflow needs and safety concerns. From a safety perspective, we were wondering if the system was making things up that didn’t actually happen during a visit.</p>\r\n<p>With the patient’s permission, a clinician uses a smartphone running an ambient listening application to securely record their conversation. We recorded roughly 500 visits and found that about 90% of what the system drafted ended up in clinicians’ final notes, indicating it was recording the conversations accurately. The clinicians did not report any made up content. Passing that first safety test gave us the confidence to expand our pilot program to understand who would benefit from this technology and what the benefits would be.</p>\r\n<h2>Q: How much interest have you heard from providers?</h2>\r\n<p><b>Dr. Mishuris:&nbsp;</b>The next phase of our evaluation includes about 800 clinicians, including physicians and advanced practice providers, like nurse practitioners and physician assistants. About 60% come from our academic medical centers—Massachusetts General Hospital and Brigham and Women’s Hospital. We’ve enrolled over half of the users so far. We were excited to see so much interest across the system, and we look forward to accommodating the providers who weren’t able to be a part of this next phase in the future.</p>\r\n<p><b>Dr. Centi:</b>&nbsp;We initially planned for this next phase to include 400 clinicians. But because there was such overwhelming interest in participating and such positive feedback early on, Mass General Brigham senior leadership committed to making this available to more clinicians.</p>\r\n"}}" id="text-d13eb21200" class="cmp-text"> <p>Mass General Brigham is pioneering artificial intelligence (AI) technologies to put the relationship between caregivers and patients at the center of healthcare delivery. One example is the ambient documentation tools that clinicians across Mass General Brigham are using.</p> <p><a href="https://doctors.massgeneralbrigham.org/provider/Rebecca%20Grochow%20Mishuris/2611775?pk_vid=6eb025d3abb39175171761098658a058">Rebecca Mishuris, MD, MPH, MS</a>, chief medical information officer and vice president, Digital, and Amanda Centi, PhD, innovation manager, Emerging Technologies and Solutions, talk about this innovative technology and the road ahead.</p> <p>Ambient documentation technology securely records patient-clinician conversations and uses AI to generate clinical notes. The clinician then reviews and edits the note before signing the note in the patient’s electronic health record.</p> <h2>Q: What’s the latest on the use of ambient documentation at Mass General Brigham?</h2> <p><b>Dr. Mishuris:</b> We performed an initial proof of concept with about 20 clinicians across multiple specialties. The goal was to understand workflow needs and safety concerns. From a safety perspective, we were wondering if the system was making things up that didn’t actually happen during a visit.</p> <p>With the patient’s permission, a clinician uses a smartphone running an ambient listening application to securely record their conversation. We recorded roughly 500 visits and found that about 90% of what the system drafted ended up in clinicians’ final notes, indicating it was recording the conversations accurately. The clinicians did not report any made up content. Passing that first safety test gave us the confidence to expand our pilot program to understand who would benefit from this technology and what the benefits would be.</p> <h2>Q: How much interest have you heard from providers?</h2> <p><b>Dr. Mishuris: </b>The next phase of our evaluation includes about 800 clinicians, including physicians and advanced practice providers, like nurse practitioners and physician assistants. About 60% come from our academic medical centers—Massachusetts General Hospital and Brigham and Women’s Hospital. We’ve enrolled over half of the users so far. We were excited to see so much interest across the system, and we look forward to accommodating the providers who weren’t able to be a part of this next phase in the future.</p> <p><b>Dr. Centi:</b> We initially planned for this next phase to include 400 clinicians. But because there was such overwhelming interest in participating and such positive feedback early on, Mass General Brigham senior leadership committed to making this available to more clinicians.</p> </div> </div> <div class="vertical-spacer aem-GridColumn aem-GridColumn--default--12"> <div class="cmp-vertical-spacer cmp-space-small" aria-hidden="true"></div> </div> <div class="media-teaser global-extended-teaser teaser aem-GridColumn aem-GridColumn--default--12"> <div id="teaser-f4c728deee" class="cmp-teaser" data-cmp-data-layer="{"teaser-f4c728deee":{"@type":"core/wcm/components/teaser/v2/teaser","repo:modifyDate":"2024-07-09T21:01:56Z","dc:title":"Article Template","dc:description":"<p><b>Rebecca Mishuris, MD, MPH, MS</b></p>\r\n<p>Chief Medical Information Officer and Vice President, Digital</p>\r\n<p>Mass General Brigham</p>\r\n"}}"> <div class="cmp-teaser__content"> <blockquote class="cmp-teaser__quote"> <div class="cmp-teaser_quote-icon"></div> <div class="cmp-teaser__title">What’s great, though, is that I can now look at my patients during their visit rather than looking at the computer.</div> </blockquote> <div class="cmp-teaser__description"><p><b>Rebecca Mishuris, MD, MPH, MS</b></p> <p>Chief Medical Information Officer and Vice President, Digital</p> <p>Mass General Brigham</p> </div> </div> </div> </div> <div class="text aem-GridColumn aem-GridColumn--default--12"> <div data-cmp-data-layer="{"text-55d3794b56":{"@type":"aem-mgb/components/text","repo:modifyDate":"2024-07-09T21:01:56Z","xdm:text":"<h2>Q: What kind of clinician feedback are you getting? Are clinicians finding this is helping reduce burnout and spend more time with patients?</h2>\r\n<p><b>Dr. Mishuris:</b>&nbsp;There’s no cure-all for clinician burnout. Many factors contribute to burnout, so we’re going to need many different types of interventions to address it. But for the clinicians whose burnout is driven by notetaking and charting, ambient documentation could be a silver bullet. It could potentially make a drastic change in how they experience their work of documentation—and, importantly, their interaction with their patients—by removing the technology that sits between the patient and them.</p>\r\n<p>Even for clinicians not overwhelmed by documentation, this technology could have a real benefit. I’m a primary care doctor and don’t spend much time documenting after hours. I’m not burned out. What’s great, though, is that I can now look at my patients during their visit rather than looking at the computer. This technology is putting me back in the room with the patient rather than putting up a barrier like a lot of technology does in our lives.</p>\r\n<p><b>Dr. Centi:</b>&nbsp;Clinicians have also told us that because the note is generated so fast, they’re taking it as an opportunity to share it and review with patients during the visit. We’ve also heard that patients are very accepting of this technology and appreciate learning how the providers are bringing it into their care.</p>\r\n<h2>Q: How is Mass General Brigham particularly well-equipped to tackle an initiative like this?</h2>\r\n<p><b>Dr. Mishuris:</b>&nbsp;Mass General Brigham has such robust research, clinical, operational, and digital capabilities. With a new, largely unproven technology like ambient documentation, which has significant potential to address one of our biggest challenges in healthcare, we have the research knowledge and resources to evaluate it first rather than just scaling it blindly.</p>\r\n<p>Additionally, our Innovation team crosses clinical, research, and digital. This technology is so new that we have to take an innovation lens to it and make sure we have safety guardrails and checks that might not be necessary with a tried-and-true technology.</p>\r\n<p>There are probably only a few health systems in the country that have the resources and knowledge to do all this. We’re also informing the national conversation around&nbsp;<a href=\"/content/mgb-global/global/en/research-and-innovation/centers-and-programs/artificial-intelligence.html\">generative AI</a>&nbsp;in healthcare.</p>\r\n<h2>Q: What does the future look like for integrating this program more broadly systemwide?</h2>\r\n<p><b>Dr. Mishuris:</b>&nbsp;First, we want to understand the outcome of this phase of implementation so that we can decide if and how we’re going to scale the technology. We’re also thinking about how ambient documentation could evolve to further support our clinical documentation work like queueing up orders.</p>\r\n<p>Additionally, we’re looking at other uses of generative AI, like summarizing a patient’s chart. We’re in active development with Epic to do that kind of work. One tenet that we really hold dear is integration with clinical workflow. So, if most of your work is in Epic, I don’t want to take you out of Epic and make you go to a separate app to do something before going back into Epic. That’s why integrating the ambient documentation into Epic is so important.</p>\r\n"}}" id="text-55d3794b56" class="cmp-text"> <h2>Q: What kind of clinician feedback are you getting? Are clinicians finding this is helping reduce burnout and spend more time with patients?</h2> <p><b>Dr. Mishuris:</b> There’s no cure-all for clinician burnout. Many factors contribute to burnout, so we’re going to need many different types of interventions to address it. But for the clinicians whose burnout is driven by notetaking and charting, ambient documentation could be a silver bullet. It could potentially make a drastic change in how they experience their work of documentation—and, importantly, their interaction with their patients—by removing the technology that sits between the patient and them.</p> <p>Even for clinicians not overwhelmed by documentation, this technology could have a real benefit. I’m a primary care doctor and don’t spend much time documenting after hours. I’m not burned out. What’s great, though, is that I can now look at my patients during their visit rather than looking at the computer. This technology is putting me back in the room with the patient rather than putting up a barrier like a lot of technology does in our lives.</p> <p><b>Dr. Centi:</b> Clinicians have also told us that because the note is generated so fast, they’re taking it as an opportunity to share it and review with patients during the visit. We’ve also heard that patients are very accepting of this technology and appreciate learning how the providers are bringing it into their care.</p> <h2>Q: How is Mass General Brigham particularly well-equipped to tackle an initiative like this?</h2> <p><b>Dr. Mishuris:</b> Mass General Brigham has such robust research, clinical, operational, and digital capabilities. With a new, largely unproven technology like ambient documentation, which has significant potential to address one of our biggest challenges in healthcare, we have the research knowledge and resources to evaluate it first rather than just scaling it blindly.</p> <p>Additionally, our Innovation team crosses clinical, research, and digital. This technology is so new that we have to take an innovation lens to it and make sure we have safety guardrails and checks that might not be necessary with a tried-and-true technology.</p> <p>There are probably only a few health systems in the country that have the resources and knowledge to do all this. We’re also informing the national conversation around <a href="/en/research-and-innovation/centers-and-programs/artificial-intelligence">generative AI</a> in healthcare.</p> <h2>Q: What does the future look like for integrating this program more broadly systemwide?</h2> <p><b>Dr. Mishuris:</b> First, we want to understand the outcome of this phase of implementation so that we can decide if and how we’re going to scale the technology. We’re also thinking about how ambient documentation could evolve to further support our clinical documentation work like queueing up orders.</p> <p>Additionally, we’re looking at other uses of generative AI, like summarizing a patient’s chart. We’re in active development with Epic to do that kind of work. One tenet that we really hold dear is integration with clinical workflow. So, if most of your work is in Epic, I don’t want to take you out of Epic and make you go to a separate app to do something before going back into Epic. That’s why integrating the ambient documentation into Epic is so important.</p> </div> </div> <div class="vertical-spacer aem-GridColumn aem-GridColumn--default--12"> <div class="cmp-vertical-spacer cmp-space-small" aria-hidden="true"></div> </div> <div class="global-button button cmp-button-global-blue-white aem-GridColumn aem-GridColumn--default--12"> <a id="button-c8120b210b" class="cmp-button" href="/en/about/newsroom/articles/how-is-ai-used-in-health-care" target="_self" data-cmp-clickable data-cmp-data-layer="{"button-c8120b210b":{"@type":"core/wcm/components/button/v2/button","repo:modifyDate":"2024-07-09T21:01:56Z","dc:title":"Read more about how AI is used in health care","xdm:linkURL":"/en/about/newsroom/articles/how-is-ai-used-in-health-care"}}"> <span class="cmp-button-text">Read more about how AI is used in health care</span>   <svg aria-hidden="true" class="cmp-button-icon" viewBox="0 0 32 32" xmlns="http://www.w3.org/2000/svg"> <path fill-rule="evenodd" clip-rule="evenodd" fill="currentColor" d="M19.549 16 11.29 7.706a1 1 0 0 1 1.418-1.412l8.96 9a.997.997 0 0 1 0 1.412l-8.96 9a1 1 0 1 1-1.418-1.411L19.55 16Z"/> </svg>  </a> </div> <div class="vertical-spacer aem-GridColumn aem-GridColumn--default--12"> <div class="cmp-vertical-spacer cmp-space-small" aria-hidden="true"></div> </div> <div class="contact-block cmp-contact-block-contact cmp-contact-block-contact-author aem-GridColumn aem-GridColumn--default--12"> <div class="cmp-contact-block-contact-container"> <img class="cmp-contact-block-image-asset" src="/content/dam/mgb-global/en/portraits/images/contributors/rebecca-mishuris-750x750.jpg" alt="Rebecca Mishuris, MD, MPH, MS"/> <div class="cmp-contact-block-details-container"> <div class="cmp-contact-block-details"> <h2 class="cmp-contact-block-title">Contributor</h2> <div class="cmp-contact-block-title-divider"></div> <div class="cmp-contact-block-details-info-container "> <div class="cmp-contact-block-name"> <a class="cmp-contact-block-name-field cmp-contact-block-name-field-linked" href="https://doctors.massgeneralbrigham.org/provider/Rebecca%20Grochow%20Mishuris/2611775">Rebecca Mishuris, MD, MPH, MS</a> </div> <div class="cmp-contact-block-job-title">Chief Medical Information Officer and Vice President, Digital</div> </div> </div> <div class="cmp-contact-block-call-button"> <div class="global-button button cmp-injectedComponent"> </div> </div> </div> </div> </div> <div class="vertical-spacer aem-GridColumn aem-GridColumn--default--12"> <div class="cmp-vertical-spacer cmp-space-small" aria-hidden="true"></div> </div> <div class="contact-block cmp-contact-block-contact cmp-contact-block-contact-author aem-GridColumn aem-GridColumn--default--12"> <div class="cmp-contact-block-contact-container"> <img class="cmp-contact-block-image-asset" src="/content/dam/mgb-global/en/portraits/images/contributors/amanda-centi-400x400.jpg" alt="Amanda Centi, PhD"/> <div class="cmp-contact-block-details-container"> <div class="cmp-contact-block-details"> <h2 class="cmp-contact-block-title">Contributor</h2> <div class="cmp-contact-block-title-divider"></div> <div class="cmp-contact-block-details-info-container "> <div class="cmp-contact-block-name"> <span class="cmp-contact-block-name-field">Amanda Centi, PhD</span> </div> <div class="cmp-contact-block-job-title">Innovation Manager, Emerging Technologies and Solutions</div> </div> </div> <div class="cmp-contact-block-call-button"> <div class="global-button button cmp-injectedComponent"> </div> </div> </div> </div> </div> <div class="experiencefragment aem-GridColumn aem-GridColumn--default--12"> <div id="experiencefragment-532b0082d1" class="cmp-experiencefragment cmp-experiencefragment--research"> <div id="container-27276f8d4c" class="cmp-container"> <div class="aem-Grid aem-Grid--12 aem-Grid--default--12 "> <div class="spotlight-news-grid aem-GridColumn aem-GridColumn--default--12"> <div class="cmp-spotlight-news-grid"> <div class="carousel-container carousel"> <h2 id="cmp-carousel-heading">Related research about artificial intelligence</h2> <div id="cmp-carousel-status" class="carousel-status sr-only" role="status" aria-atomic="true">Displaying %1% to %2% of %3% items</div> <div class="carousel-button-container"> <button type="button" class="carousel-prev"><span class="sr-only">Previous carousel items</span></button> <button type="button" class="carousel-next"><span class="sr-only">Next carousel items</span></button> </div> <div class="carousel-items-container">    <ul class="carousel-items cmp-spotlight-news-grid__card-wrap"> <li class="carousel-item cmp-spotlight-news-grid__cards"> <div class="cmp-spotlight-news-grid__article-image"> <img class="article-image" src="/content/dam/mgb-global/en/about/newsroom/icons/mgb-icon-technology.jpg" alt="Artificial Intelligence Drives New Approaches to Cancer Care"/> </div> <div class="cmp-spotlight-news-grid__article-title"> <a class="article-title" href="/en/about/newsroom/articles/ai-drives-new-approaches-to-cancer"> Artificial Intelligence Drives New Approaches to Cancer Care </a> </div> <div class="cmp-spotlight-news-grid__pub-date"> <p class="pub-date"> <span class="sr-only">published on</span> <time datetime="2025-02-13"> Feb 13, 2025 </time> </p> </div> </li> <li class="carousel-item cmp-spotlight-news-grid__cards"> <div class="cmp-spotlight-news-grid__article-image"> <img class="article-image" src="/content/dam/mgb-global/en/about/newsroom/icons/mgb-icon-technology.jpg" alt="Using AI to Measure Prostate Cancer Lesions Could Aid Diagnosis and Treatment"/> </div> <div class="cmp-spotlight-news-grid__article-title"> <a class="article-title" href="/en/about/newsroom/press-releases/using-ai-to-measure-prostate-cancer-lesions-could-aid-diagnosis-and-treatment"> Using AI to Measure Prostate Cancer Lesions Could Aid Diagnosis and Treatment </a> </div> <div class="cmp-spotlight-news-grid__pub-date"> <p class="pub-date"> <span class="sr-only">published on</span> <time datetime="2024-10-29"> Oct 29, 2024 </time> </p> </div> </li> <li class="carousel-item cmp-spotlight-news-grid__cards"> <div class="cmp-spotlight-news-grid__article-image"> <img class="article-image" src="/content/dam/mgb-global/en/about/newsroom/press-releases/images/pills-in-tray-1070x700.jpg" alt="Generative AI Model Study Shows No Racial or Sex Differences in Opioid Recommendations for Treating Pain"/> </div> <div class="cmp-spotlight-news-grid__article-title"> <a class="article-title" href="/en/about/newsroom/press-releases/generative-ai-model-shows-no-racial-or-sex-differences-in-opioid-recommendations"> Generative AI Model Study Shows No Racial or Sex Differences in Opioid Recommendations for Treating Pain </a> </div> <div class="cmp-spotlight-news-grid__pub-date"> <p class="pub-date"> <span class="sr-only">published on</span> <time datetime="2024-09-16"> Sep 16, 2024 </time> </p> </div> </li> <li class="carousel-item cmp-spotlight-news-grid__cards"> <div class="cmp-spotlight-news-grid__article-image"> <img class="article-image" src="/content/dam/mgb-global/en/research-and-innovation/innovations-and-ventures/innovation/images/computers-with-brain-scans-1070x700.jpg" alt="Artificial Intelligence and Digital Health in Radiology: A Guide for Innovators"/> </div> <div class="cmp-spotlight-news-grid__article-title"> <a class="article-title" href="/en/about/newsroom/articles/artificial-intelligence-and-digital-health-in-radiology-a-guide-for-innovators"> Artificial Intelligence and Digital Health in Radiology: A Guide for Innovators </a> </div> <div class="cmp-spotlight-news-grid__pub-date"> <p class="pub-date"> <span class="sr-only">published on</span> <time datetime="2024-09-13"> Sep 13, 2024 </time> </p> </div> </li> <li class="carousel-item cmp-spotlight-news-grid__cards"> <div class="cmp-spotlight-news-grid__article-image"> <img class="article-image" src="/content/dam/mgb-global/en/about/newsroom/articles/images/fintelmann-sequist-ct-scan-1070x700.jpg" alt="Using AI for Early Detection of Lung Cancer"/> </div> <div class="cmp-spotlight-news-grid__article-title"> <a class="article-title" href="/en/about/newsroom/articles/ai-for-early-detection-of-lung-cancer"> Using AI for Early Detection of Lung Cancer </a> </div> <div class="cmp-spotlight-news-grid__pub-date"> <p class="pub-date"> <span class="sr-only">published on</span> <time datetime="2024-09-05"> Sep 5, 2024 </time> </p> </div> </li> <li class="carousel-item cmp-spotlight-news-grid__cards"> <div class="cmp-spotlight-news-grid__article-image"> <img class="article-image" src="/content/dam/mgb-global/en/about/newsroom/articles/images/emerick-patient-1070x700.jpg" alt="Using AI to Personalize Treatments for Non-melanoma Head and Neck Skin Cancers"/> </div> <div class="cmp-spotlight-news-grid__article-title"> <a class="article-title" href="/en/about/newsroom/articles/using-ai-customize-head-neck-skin-cancer-treatment"> Using AI to Personalize Treatments for Non-melanoma Head and Neck Skin Cancers </a> </div> <div class="cmp-spotlight-news-grid__pub-date"> <p class="pub-date"> <span class="sr-only">published on</span> <time datetime="2024-09-05"> Sep 5, 2024 </time> </p> </div> </li> <li class="carousel-item cmp-spotlight-news-grid__cards"> <div class="cmp-spotlight-news-grid__article-image"> <img class="article-image" src="/content/dam/mgb-global/en/about/newsroom/icons/mgb-icon-technology.jpg" alt="AI Tool Offers More Accurate Detection of Immune-Related Adverse Events in Cancer Patients"/> </div> <div class="cmp-spotlight-news-grid__article-title"> <a class="article-title" href="/en/about/newsroom/press-releases/ai-tool-offers-more-accurate-detection-of-immune-related-adverse-events-in-cancer-patients"> AI Tool Offers More Accurate Detection of Immune-Related Adverse Events in Cancer Patients </a> </div> <div class="cmp-spotlight-news-grid__pub-date"> <p class="pub-date"> <span class="sr-only">published on</span> <time datetime="2024-09-04"> Sep 4, 2024 </time> </p> </div> </li> <li class="carousel-item cmp-spotlight-news-grid__cards"> <div class="cmp-spotlight-news-grid__article-image"> <img class="article-image" src="/content/dam/mgb-global/en/about/newsroom/articles/images/sandy-aronson-1070x700.jpg" alt="Research Spotlight: Generative AI “Drift” and “Nondeterminism” Inconsistencies Are Important Considerations in Healthcare Applications"/> </div> <div class="cmp-spotlight-news-grid__article-title"> <a class="article-title" href="/en/about/newsroom/articles/generative-ai-drift-nondeterminism-inconsistences"> Research Spotlight: Generative AI “Drift” and “Nondeterminism” Inconsistencies Are Important Considerations in Healthcare Applications </a> </div> <div class="cmp-spotlight-news-grid__pub-date"> <p class="pub-date"> <span class="sr-only">published on</span> <time datetime="2024-08-13"> Aug 13, 2024 </time> </p> </div> </li> <li class="carousel-item cmp-spotlight-news-grid__cards"> <div class="cmp-spotlight-news-grid__article-image"> <img class="article-image" src="/content/dam/mgb-global/en/about/newsroom/icons/mgb-icon-health-wellness.jpg" alt="Optimizing Psychiatric Care Through Artificial Intelligence, Wearables, and Mobile Apps"/> </div> <div class="cmp-spotlight-news-grid__article-title"> <a class="article-title" href="/en/about/newsroom/articles/optimizing-psychiatric-care-through-artificial-intelligence-wearables-and-mobile-apps"> Optimizing Psychiatric Care Through Artificial Intelligence, Wearables, and Mobile Apps </a> </div> <div class="cmp-spotlight-news-grid__pub-date"> <p class="pub-date"> <span class="sr-only">published on</span> <time datetime="2024-07-26"> Jul 26, 2024 </time> </p> </div> </li> </ul>    </div>  <nav class="carousel-meatball-nav" aria-labelledby="cmp-carousel-heading carousel-meatball-nav-desc"> <div id="cmp-carousel-meatball-nav-desc" class="meatball-wrapper sr-only" hidden>Jump to page within this carousel</div> <ol class="meatballs"></ol> </nav> </div> <div class="cmp-spotlight-grid__button"> <div class="global-button button cmp-button-global-blue-white cmp-injectedComponent"> <a id="button-0cec7c4e70" class="cmp-button" href="/en/research-and-innovation/for-researchers-and-collaborators/artificial-intelligence" target="_self" data-cmp-clickable data-cmp-data-layer="{"button-0cec7c4e70":{"@type":"core/wcm/components/button/v2/button","repo:modifyDate":"2025-02-14T14:35:29Z","dc:title":"Read more research news about artificial intelligence","xdm:linkURL":"/en/research-and-innovation/for-researchers-and-collaborators/artificial-intelligence"}}"> <span class="cmp-button-text">Read more research news about artificial intelligence</span>   <svg aria-hidden="true" class="cmp-button-icon" viewBox="0 0 32 32" xmlns="http://www.w3.org/2000/svg"> <path fill-rule="evenodd" clip-rule="evenodd" fill="currentColor" d="M19.549 16 11.29 7.706a1 1 0 0 1 1.418-1.412l8.96 9a.997.997 0 0 1 0 1.412l-8.96 9a1 1 0 1 1-1.418-1.411L19.55 16Z"/> </svg>  </a> </div> </div> </div> </div> </div> </div> </div> </div> </div> </div> </div> <div class="container responsivegrid cmp-container-1440-gutters aem-GridColumn aem-GridColumn--default--12"> <div id="container-487800f231" class="cmp-container"> <div class="aem-Grid aem-Grid--12 aem-Grid--default--12 "> </div> </div> </div> <footer class="experiencefragment aem-GridColumn aem-GridColumn--default--12"> <div id="experiencefragment-d221566c43" class="cmp-experiencefragment cmp-experiencefragment--footer"> <div id="container-f9d0ec719c" class="cmp-container"> <div class="aem-Grid aem-Grid--12 aem-Grid--default--12 "> <div class="container responsivegrid cmp-global-footer aem-GridColumn aem-GridColumn--default--12"> <div id="container-778dd828b2" class="cmp-container"> <div class="container responsivegrid"> <div id="container-57f467c0b4" class="cmp-container"> </div> </div> <div class="container responsivegrid cmp-container-1440-no-gutters cmp-global-footer-content-container"> <div id="container-cab210236f" class="cmp-container"> <div class="aem-Grid aem-Grid--12 aem-Grid--default--12 "> <div class="container responsivegrid cmp-global-footer-logo aem-GridColumn--default--none aem-GridColumn aem-GridColumn--default--3 aem-GridColumn--offset--default--0"> <div id="container-fd4b51d9dd" class="cmp-container"> <div class="image"> <div data-cmp-is="image" data-cmp-src="/content/experience-fragments/mgb-global/global/en/site/footer/master/_jcr_content/root/container_1627538517/container/container/image.coreimg{.width}.svg/1735829765994/logo-with-white-text.svg" data-asset-id="70698e28-5e86-4880-bdc1-1c985d3755db" data-cmp-filereference="/content/dam/mgb-global/global-assets/logo-with-white-text.svg" id="image-218afaadfc" data-cmp-data-layer="{"image-218afaadfc":{"@type":"aem-mgb/components/image","repo:modifyDate":"2025-01-02T14:56:05Z","image":{"repo:id":"70698e28-5e86-4880-bdc1-1c985d3755db","repo:modifyDate":"2022-08-04T11:29:02Z","@type":"image/svg+xml","repo:path":"/content/dam/mgb-global/global-assets/logo-with-white-text.svg"}}}" data-cmp-hook-image="imageV3" class="cmp-image" itemscope itemtype="http://schema.org/ImageObject"> <img src="/content/experience-fragments/mgb-global/global/en/site/footer/master/_jcr_content/root/container_1627538517/container/container/image.coreimg.svg/1735829765994/logo-with-white-text.svg" loading="lazy" class="cmp-image__image" itemprop="contentUrl" alt="Mass General Brigham"/> </div> </div> </div> </div> <div class="container responsivegrid cmp-global-footer-button-links aem-GridColumn--default--none aem-GridColumn aem-GridColumn--default--3 aem-GridColumn--offset--default--0"> <div id="container-28b31d8032" class="cmp-container"> <div class="button"> <a id="button-3d6ab267b1" class="cmp-button" data-cmp-clickable data-cmp-data-layer="{"button-3d6ab267b1":{"@type":"aem-mgb/components/button","repo:modifyDate":"2025-01-02T14:56:06Z","dc:title":"Patient Care","xdm:linkURL":"/en/patient-care"}}" href="/en/patient-care"> <span class="cmp-button__text">Patient Care</span> </a> </div> <div class="button"> <a id="button-5cffbf8e3b" class="cmp-button" data-cmp-clickable data-cmp-data-layer="{"button-5cffbf8e3b":{"@type":"aem-mgb/components/button","repo:modifyDate":"2025-01-02T14:56:06Z","dc:title":"Research & Innovation","xdm:linkURL":"/en/research-and-innovation"}}" href="/en/research-and-innovation"> <span class="cmp-button__text">Research & Innovation</span> </a> </div> <div class="button"> <a id="button-f3b9089b84" class="cmp-button" data-cmp-clickable data-cmp-data-layer="{"button-f3b9089b84":{"@type":"aem-mgb/components/button","repo:modifyDate":"2025-01-02T14:56:06Z","dc:title":"Education & Training","xdm:linkURL":"/en/education-and-training"}}" href="/en/education-and-training"> <span class="cmp-button__text">Education & Training</span> </a> </div> <div class="button"> <a id="button-199d1f5ac0" class="cmp-button" data-cmp-clickable data-cmp-data-layer="{"button-199d1f5ac0":{"@type":"aem-mgb/components/button","repo:modifyDate":"2025-01-02T14:56:06Z","dc:title":"About","xdm:linkURL":"/en/about"}}" href="/en/about"> <span class="cmp-button__text">About</span> </a> </div> <div class="button"> <a id="button-5682d57f35" class="cmp-button" data-cmp-clickable data-cmp-data-layer="{"button-5682d57f35":{"@type":"aem-mgb/components/button","repo:modifyDate":"2025-01-02T14:56:06Z","dc:title":"Careers","xdm:linkURL":"/en/about/careers"}}" href="/en/about/careers"> <span class="cmp-button__text">Careers</span> </a> </div> <div class="button"> <a id="button-d5bc3c9218" class="cmp-button" data-cmp-clickable data-cmp-data-layer="{"button-d5bc3c9218":{"@type":"aem-mgb/components/button","repo:modifyDate":"2025-01-02T14:56:06Z","dc:title":"For Medical Professionals","xdm:linkURL":"/en/medical-professionals"}}" href="/en/medical-professionals"> <span class="cmp-button__text">For Medical Professionals</span> </a> </div> <div class="button"> <a id="button-9bf6fe0886" class="cmp-button" data-cmp-clickable data-cmp-data-layer="{"button-9bf6fe0886":{"@type":"aem-mgb/components/button","repo:modifyDate":"2025-01-02T14:56:06Z","dc:title":"For Employees","xdm:linkURL":"/en/about/for-employees"}}" href="/en/about/for-employees"> <span class="cmp-button__text">For Employees</span> </a> </div> </div> </div> <div class="container responsivegrid cmp-global-footer-button-links aem-GridColumn--default--none aem-GridColumn aem-GridColumn--default--3 aem-GridColumn--offset--default--0"> <div id="container-b377bdd3ed" class="cmp-container"> <div class="button"> <a id="button-031a02f84e" class="cmp-button" data-cmp-clickable data-cmp-data-layer="{"button-031a02f84e":{"@type":"aem-mgb/components/button","repo:modifyDate":"2025-01-02T14:56:06Z","dc:title":"Log in to Patient Gateway","xdm:linkURL":"https://patientgateway.massgeneralbrigham.org/"}}" href="https://patientgateway.massgeneralbrigham.org/" target="_blank"> <span class="cmp-button__text">Log in to Patient Gateway</span> </a> </div> <div class="button"> <a id="button-da2ddf8f6c" class="cmp-button" data-cmp-clickable data-cmp-data-layer="{"button-da2ddf8f6c":{"@type":"aem-mgb/components/button","repo:modifyDate":"2025-01-02T14:56:06Z","dc:title":"Find a Doctor","xdm:linkURL":"https://doctors.massgeneralbrigham.org/search"}}" href="https://doctors.massgeneralbrigham.org/search"> <span class="cmp-button__text">Find a Doctor</span> </a> </div> <div class="button"> <a id="button-1cca58b52c" class="cmp-button" data-cmp-clickable data-cmp-data-layer="{"button-1cca58b52c":{"@type":"aem-mgb/components/button","repo:modifyDate":"2025-01-02T14:56:06Z","dc:title":"Find a Location","xdm:linkURL":"/en/patient-care/services-and-specialties/find-a-location"}}" href="/en/patient-care/services-and-specialties/find-a-location"> <span class="cmp-button__text">Find a Location</span> </a> </div> <div class="button"> <a id="button-d37621b1c8" class="cmp-button" data-cmp-clickable data-cmp-data-layer="{"button-d37621b1c8":{"@type":"aem-mgb/components/button","repo:modifyDate":"2025-01-02T14:56:06Z","dc:title":"Contact Us","xdm:linkURL":"/en/contact-us"}}" href="/en/contact-us"> <span class="cmp-button__text">Contact Us</span> </a> </div> <div class="button"> <a id="button-784984f556" class="cmp-button" data-cmp-clickable data-cmp-data-layer="{"button-784984f556":{"@type":"aem-mgb/components/button","repo:modifyDate":"2025-01-02T14:56:06Z","dc:title":"Mass General Brigham Health Plan","xdm:linkURL":"https://massgeneralbrighamhealthplan.org/"}}" href="https://massgeneralbrighamhealthplan.org/" target="_blank"> <span class="cmp-button__text">Mass General Brigham Health Plan</span> </a> </div> <div class="button"> <button type="button" id="button-5c8b7d4f32" class="cmp-button" data-cmp-clickable data-cmp-data-layer="{"button-5c8b7d4f32":{"@type":"aem-mgb/components/button","repo:modifyDate":"2025-01-02T14:56:06Z"}}"> </button> </div> <div class="button"> <button type="button" id="button-e4310718d1" class="cmp-button" data-cmp-clickable data-cmp-data-layer="{"button-e4310718d1":{"@type":"aem-mgb/components/button","repo:modifyDate":"2025-01-02T14:56:06Z"}}"> </button> </div> </div> </div> <div class="container responsivegrid cmp-global-footer-social-icons aem-GridColumn--default--none aem-GridColumn aem-GridColumn--default--3 aem-GridColumn--offset--default--0"> <div id="container-41763ecdaa" class="cmp-container"> <div class="global-button button cmp-global-footer-fb"> <a id="button-8a7e985054" class="cmp-button-external" href="https://www.facebook.com/MassGeneralBrigham" target="_blank" data-cmp-clickable data-cmp-data-layer="{"button-8a7e985054":{"@type":"core/wcm/components/button/v2/button","repo:modifyDate":"2025-01-02T14:56:06Z","xdm:linkURL":"https://www.facebook.com/MassGeneralBrigham"}}"> <span class="sr-only">Facebook</span> </a> </div> <div class="global-button button cmp-global-footer-x-twitter"> <a id="button-5a456e66e5" class="cmp-button-external" href="https://twitter.com/MassGenBrigham" target="_blank" data-cmp-clickable data-cmp-data-layer="{"button-5a456e66e5":{"@type":"core/wcm/components/button/v2/button","repo:modifyDate":"2025-01-02T14:56:06Z","xdm:linkURL":"https://twitter.com/MassGenBrigham"}}"> <span class="sr-only">X, formerly known as Twitter</span> </a> </div> <div class="global-button button cmp-global-footer-ig"> <a id="button-8db60b35e3" class="cmp-button-external" href="https://www.instagram.com/massgeneralbrigham/" target="_blank" data-cmp-clickable data-cmp-data-layer="{"button-8db60b35e3":{"@type":"core/wcm/components/button/v2/button","repo:modifyDate":"2025-01-02T14:56:06Z","xdm:linkURL":"https://www.instagram.com/massgeneralbrigham/"}}"> <span class="sr-only">Instagram</span> </a> </div> <div class="global-button button cmp-global-footer-yt"> <a id="button-40f6ea752a" class="cmp-button-external" href="https://www.youtube.com/massgeneralbrigham" target="_blank" data-cmp-clickable data-cmp-data-layer="{"button-40f6ea752a":{"@type":"core/wcm/components/button/v2/button","repo:modifyDate":"2025-01-02T14:56:06Z","xdm:linkURL":"https://www.youtube.com/massgeneralbrigham"}}"> <span class="sr-only">YouTube</span> </a> </div> <div class="global-button button cmp-global-footer-linkedin"> <a id="button-4d57ee60e4" class="cmp-button-external" href="https://www.linkedin.com/company/mass-general-brigham" target="_blank" data-cmp-clickable data-cmp-data-layer="{"button-4d57ee60e4":{"@type":"core/wcm/components/button/v2/button","repo:modifyDate":"2025-01-02T14:56:06Z","xdm:linkURL":"https://www.linkedin.com/company/mass-general-brigham"}}"> <span class="sr-only">LinkedIn</span> </a> </div> </div> </div> </div> </div> </div> <div class="container responsivegrid cmp-container-1440-no-gutters cmp-global-footer-content-container"> <div id="container-707427bbf6" class="cmp-container"> <div class="aem-Grid aem-Grid--12 aem-Grid--default--12 "> <div class="container responsivegrid cmp-global-footer-version-text aem-GridColumn--default--none aem-GridColumn aem-GridColumn--default--5 aem-GridColumn--offset--default--0"> <div id="container-06cb112e31" class="cmp-container"> <div class="text"> <div data-cmp-data-layer="{"text-992314d23d":{"@type":"aem-mgb/components/text","repo:modifyDate":"2025-01-02T14:56:06Z","xdm:text":"<p>© 2025 Mass General Brigham Incorporated. All Rights Reserved.</p>\r\n"}}" id="text-992314d23d" class="cmp-text"> <p>© 2025 Mass General Brigham Incorporated. All Rights Reserved.</p> </div> </div> </div> </div> <div class="container responsivegrid cmp-global-footer-privacy-links aem-GridColumn--default--none aem-GridColumn aem-GridColumn--default--7 aem-GridColumn--offset--default--0"> <div id="container-96854b03f1" class="cmp-container"> <div class="button"> <a id="button-4a79eb4be0" class="cmp-button" data-cmp-clickable data-cmp-data-layer="{"button-4a79eb4be0":{"@type":"aem-mgb/components/button","repo:modifyDate":"2025-01-02T14:56:06Z","dc:title":"Sitemap","xdm:linkURL":"/en/sitemap"}}" href="/en/sitemap"> <span class="cmp-button__text">Sitemap</span> </a> </div> <div class="button cmp-footer-button-border"> <a id="button-3733ee6270" class="cmp-button" data-cmp-clickable data-cmp-data-layer="{"button-3733ee6270":{"@type":"aem-mgb/components/button","repo:modifyDate":"2025-01-02T14:56:06Z","dc:title":"Web Accessibility Statement","xdm:linkURL":"/en/notices/web-accessibility"}}" href="/en/notices/web-accessibility"> <span class="cmp-button__text">Web Accessibility Statement</span> </a> </div> <div class="button"> <a id="button-13089e6404" class="cmp-button" data-cmp-clickable data-cmp-data-layer="{"button-13089e6404":{"@type":"aem-mgb/components/button","repo:modifyDate":"2025-01-02T14:56:06Z","dc:title":"Privacy Notices and Terms of Use","xdm:linkURL":"/en/notices"}}" href="/en/notices"> <span class="cmp-button__text">Privacy Notices and Terms of Use</span> </a> </div> <div class="button"> <a id="button-be193a4fe9" class="cmp-button" data-cmp-clickable data-cmp-data-layer="{"button-be193a4fe9":{"@type":"aem-mgb/components/button","repo:modifyDate":"2025-01-02T14:56:06Z","dc:title":"Price Transparency","xdm:linkURL":"/en/patient-care/patient-visitor-information/billing/cms-required-hospital-charge-data"}}" href="/en/patient-care/patient-visitor-information/billing/cms-required-hospital-charge-data"> <span class="cmp-button__text">Price Transparency</span> </a> </div> <div class="button cmp-footer-button-border"> <a id="button-68f810bc51" class="cmp-button" data-cmp-clickable data-cmp-data-layer="{"button-68f810bc51":{"@type":"aem-mgb/components/button","repo:modifyDate":"2025-01-02T14:56:06Z","dc:title":"Supplier / Vendor Information","xdm:linkURL":"/en/supplier-vendor-information"}}" href="/en/supplier-vendor-information"> <span class="cmp-button__text">Supplier / Vendor Information</span> </a> </div> <div class="button"> <a id="button-9b037903ea" class="cmp-button" data-cmp-clickable data-cmp-data-layer="{"button-9b037903ea":{"@type":"aem-mgb/components/button","repo:modifyDate":"2025-01-02T14:56:06Z","dc:title":"Ethics","xdm:linkURL":"/en/about/ethics"}}" href="/en/about/ethics"> <span class="cmp-button__text">Ethics</span> </a> </div> <div class="separator"> <div id="separator-c9aea9aaa9" class="cmp-separator"> <hr class="cmp-separator__horizontal-rule"/> </div></div> </div> </div> </div> </div> </div> </div> </div> <div class="experiencefragment aem-GridColumn aem-GridColumn--default--12"> <div id="experiencefragment-d08cc721dc" class="cmp-experiencefragment cmp-experiencefragment--back-to-top-button"> <div id="container-760d5b2a57" class="cmp-container"> <div class="aem-Grid aem-Grid--12 aem-Grid--default--12 "> <div class="global-button button cmp-button-global-blue-white cmp-button-back-to-top aem-GridColumn aem-GridColumn--default--12"> <a id="button-6062ec1c02" class="cmp-button" href="#backTop" target="_self" data-cmp-clickable data-cmp-data-layer="{"button-6062ec1c02":{"@type":"core/wcm/components/button/v2/button","repo:modifyDate":"2022-08-18T12:55:07Z","dc:title":"Back to top","xdm:linkURL":"#backTop"}}"> <span class="cmp-button-text">Back to top</span>   <svg aria-hidden="true" class="cmp-button-icon" viewBox="0 0 32 32" xmlns="http://www.w3.org/2000/svg"> <path fill-rule="evenodd" clip-rule="evenodd" fill="currentColor" d="M19.549 16 11.29 7.706a1 1 0 0 1 1.418-1.412l8.96 9a.997.997 0 0 1 0 1.412l-8.96 9a1 1 0 1 1-1.418-1.411L19.55 16Z"/> </svg>  </a> </div> </div> </div> </div> </div> <div class="embed aem-GridColumn aem-GridColumn--default--12"> <div data-cmp-data-layer="{"embed-1e86ba16d5":{"@type":"aem-mgb/components/embed","repo:modifyDate":"2025-01-02T14:56:06Z"}}" id="embed-1e86ba16d5" class="cmp-embed"> <style> .footer__notice.modal { display: none; /*Hidden by default */ position: fixed; /* Stay in place */ z-index: 100148; /* Sit on top */ left: 0; top: 0; } .footer__notice.modal::backdrop { position: fixed; top: 0; left: 0; right: 0; bottom: 0; background-color: rgba(0, 0, 0, 0.6); } .footer__notice .modal-content{ background-color: rgba(0, 0, 0, 0.7); color: #fefefe; position: fixed; left: 50%; margin: 0 auto; bottom: -6rem; transform: translate(-50%, -50%); font-size: .9375rem; padding: 5px 20px; width: 80%; /* Could be more or less, depending on screen size */ border: 1px solid rgba(0, 0, 0, 0.4); border-radius: 6px; box-shadow: 0 3px 7px rgba(0, 0, 0, 0.3); } .footer__notice .modal-body tr{ background-color: rgba(0, 0, 0, 0); color: #fefefe; border: none; } .footer__notice .modal-body td{ padding:0; font-size: .9375rem; vertical-align:top; } @media (min-width: 768px){ .footer__notice .modal-content { bottom: -1rem; } } .footer__notice .close { color: #fefefe; float: right; font-size: 1.5rem; font-weight: 600; padding: 0 0.5em; } .footer__notice .modal-content .btn{ min-width:75px; padding:.15em .25em; margin-left:2rem; margin-top:.5rem; font-size: 0.95rem; } .footer__notice .modal-body{ padding: 0.25rem 0; } .footer__notice .modal-body p{ margin-top: 0; } .footer__notice .privacy_policy { font-size:1.1rem; color: #fefefe; border-bottom: 1px solid transparent; font-weight: 800; transition-property: background-color,color; } .footer__notice .modal-body a:focus-visible{ outline: 2px dashed #ffffff; outline-offset: 3px; } </style> <div id="footerModal" class="footer__notice modal" aria-controls="footerNoticeClose"> <div class="modal-content"> <div class="modal-header"> </div> <div class="modal-body"> <table> <tr> <td><p><span id="cookieNotice"></span>We use cookies and other tools to enhance your experience on our website and to analyze our web traffic. For more information about these cookies and the data collected, please refer to our <a target="_blank" href='/en/notices/web-privacy-policy' class="privacy_policy" aria-label='Privacy Policy'><span>Privacy Policy</span></a>. </p> </td> <td style="min-width: 1rem;"> <a href='#cookieNoticeClose' aria-label='Cookie Notice Close' id='cookieNoticeClose'><span class="close">×</span></a> </td> </tr> </table> </div> </div> </div> <script type="text/javascript"> var modal = document.getElementById('footerModal'); var closeBtn = document.querySelector('.footer__notice .modal-body #cookieNoticeClose'); //var okBtn = document.querySelector('.footer__notice .modal-body a'); var footerNotifyIndex = document.cookie.indexOf("privacynotifymgb"); closeBtn.focus(); closeBtn.onclick = function(event) { event.preventDefault(); modal.style.display = "none"; var now = new Date(); now.setTime(now.getTime() + 365 * 24 * 3600 * 1000);//One year document.cookie = "privacynotifymgb=; expires=" + now.toUTCString() + "; path=/"; } if(footerNotifyIndex === -1){ modal.style.display = "block"; } document.addEventListener('keyup', function (e) { if(e.target.hash){ var id = e.target.hash.replace(/[?#]/gi, ''); var spanBtn = document.querySelector('.footer__notice .modal-body .close'); if(id && id == 'cookieNoticeClose' && e.code == 'Tab'){ spanBtn.style.border = "1px solid #01b9e8"; } else{ var skipContent = document.getElementById('skipContent'); skipContent.focus(); spanBtn.style.border = "none"; } } }); </script> </div> </div> </div> </div> </div> </footer> </div> </div> </div> <script src="/etc.clientlibs/aem-mgb/clientlibs/clientlib-site.lc-09901b4a0a833ac7cb0c1adfb0ae67d0-lc.min.js"></script> <script src="/etc.clientlibs/clientlibs/granite/jquery/granite/csrf.lc-652a558c3774088b61b0530c184710d1-lc.min.js"></script> <script src="/etc.clientlibs/core/wcm/components/commons/site/clientlibs/container.lc-0a6aff292f5cc42142779cde92054524-lc.min.js"></script> <script src="/etc.clientlibs/aem-mgb/clientlibs/clientlib-base.lc-27ce2d211fdf41ad5837f5a0cbd77961-lc.min.js"></script> </body> </html>

CINXE.COM

Using AI to Generate Clinical Notes | Mass General Brigham