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This episode also features news, open data, and a journal club discussion. The notes from the show are included below. Humility over hype: An AI leader at Google lays out a..." /> <meta property="og:url" content="https://bmipodcast.org/podcast/episode-18-ai-hype/" /> <meta property="og:site_name" content="The Biomedical Informatics Roundtable Podcast" /> <meta property="article:modified_time" content="2023-02-19T22:58:41+00:00" /> <meta name="twitter:card" content="summary_large_image" /> <meta name="twitter:label1" content="Est. reading time" /> <meta name="twitter:data1" content="1 minute" /> <script type="application/ld+json" class="yoast-schema-graph">{"@context":"https://schema.org","@graph":[{"@type":"WebPage","@id":"https://bmipodcast.org/podcast/episode-18-ai-hype/","url":"https://bmipodcast.org/podcast/episode-18-ai-hype/","name":"Episode 18: AI Hype - The Biomedical Informatics Roundtable Podcast","isPartOf":{"@id":"https://bmipodcast.org/#website"},"datePublished":"2023-02-19T22:58:39+00:00","dateModified":"2023-02-19T22:58:41+00:00","breadcrumb":{"@id":"https://bmipodcast.org/podcast/episode-18-ai-hype/#breadcrumb"},"inLanguage":"en-US","potentialAction":{"@type":"ListenAction","target":"https://bmipodcast.org/podcast/episode-18-ai-hype/#podcast_player_191","object":{"@id":"https://bmipodcast.org/podcast/episode-18-ai-hype/#/schema/podcast"}},"mainEntityOfPage":"https://bmipodcast.org/podcast/episode-18-ai-hype/#/schema/podcast"},{"@type":"BreadcrumbList","@id":"https://bmipodcast.org/podcast/episode-18-ai-hype/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://bmipodcast.org/"},{"@type":"ListItem","position":2,"name":"Podcast","item":"https://bmipodcast.org/podcast/"},{"@type":"ListItem","position":3,"name":"Episode 18: AI Hype"}]},{"@type":"WebSite","@id":"https://bmipodcast.org/#website","url":"https://bmipodcast.org/","name":"The Biomedical Informatics Roundtable Podcast","description":"Discussion of the hot topics in the fast moving field of biomedical informatics","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://bmipodcast.org/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"en-US"}]}</script>  <link rel='dns-prefetch' href='//fonts.googleapis.com' /> <script type="text/javascript"> /* <![CDATA[ */ window._wpemojiSettings = {"baseUrl":"https:\/\/s.w.org\/images\/core\/emoji\/15.0.3\/72x72\/","ext":".png","svgUrl":"https:\/\/s.w.org\/images\/core\/emoji\/15.0.3\/svg\/","svgExt":".svg","source":{"concatemoji":"https:\/\/bmipodcast.org\/wp-includes\/js\/wp-emoji-release.min.js?ver=6.7.1"}}; /*! 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class="podcast-template-default single single-podcast postid-191 single-format-standard secondline-fancy-player elementor-default elementor-kit-73"> <div id="main-container-secondline" class=" secondline-themes-header-normal-width secondline-themes-logo-position-left secondline-themes-search-icon-off secondline-themes-one-page-nav-off " > <div id="secondline-themes-header-position"> <div id="secondline-fixed-nav"> <header id="masthead-slt" class="secondline-themes-site-header secondline-themes-nav-right"> <div id="secondline-themes-sidebar-fixed-nav"> <div id="logo-nav-slt"> <div class="width-container-slt secondline-themes-logo-container"> <h1 id="logo-slt" class="logo-inside-nav-slt noselect"> <a href="https://bmipodcast.org/" title="The Biomedical Informatics Roundtable Podcast" rel="home"> <img src="https://bmipodcast.org/wp-content/uploads/2019/10/logo.jpg" alt="The Biomedical Informatics Roundtable Podcast" class="secondline-themes-default-logo "> </a> </h1> </div> <div class="width-container-slt optional-centered-area-on-mobile"> <div class="mobile-menu-icon-slt noselect"><i class="fa fa-bars"></i></div> <div id="secondline-themes-header-search-icon" class="noselect"> <i class="fa fa-search"></i> <div id="panel-search-secondline"> <form method="get" class="search-form" action="https://bmipodcast.org/"> <label> <span class="screen-reader-text">Search for:</span> <input type="search" class="search-field" placeholder="Search..." value="" name="s"> </label> <input type="submit" class="search-submit" value="Submit"> <div class="clearfix-slt"></div> </form><div class="clearfix-slt"></div> </div> </div> <div id="secondline-inline-icons"> <div class="secondline-themes-social-icons"> <div class="clearfix-slt"></div> </div></div> <div id="secondline-nav-container"> <nav id="site-navigation" class="main-navigation"> <div class="clearfix-slt"></div> </nav> <div class="clearfix-slt"></div> </div> <div class="clearfix-slt"></div> </div> </div> <div id="main-nav-mobile"> <div class="secondline-themes-social-icons"> <div class="clearfix-slt"></div> </div> <div class="sidebar secondline-themes-mobile-sidebar"></div> <div class="clearfix-slt"></div> </div> </div> </header> </div> </div> <div id="page-title-slt-post-page"> <div id="blog-post-title-meta-container" > <div class="width-container-slt"> <h1 class="blog-page-title">Episode 18: AI Hype</h1> <div class="single-secondline-post-meta"> <span class="blog-meta-date-display">February 19, 2023</span> <span class="blog-meta-author-display"><a href="https://bmipodcast.org/author/moorejh28/">moorejh28</a></span> <span class="single-blog-meta-category-list"> The Biomedical Informatics Roundtable Podcast </span> <span class="blog-meta-comments"><span>Comments Off<span class="screen-reader-text"> on Episode 18: AI Hype</span></span></span> </div> <div id="single-post-player"> <div id="player-float-secondline"> <div class="single-player-container-secondline"> <div class="podcast-episode episode-191"> <h3 class="episode-title">Episode 18: AI Hype</h3> <div id="podcast_player_191" class="podcast_player"></div> </div> </div> </div> </div> <div class="clearfix-slt"></div> </div> </div> </div> <div id="content-slt" class="site-content-blog-post"> <div class="width-container-slt "> <div id="main-container-slt"> <div id="post-191" class="post-191 podcast type-podcast status-publish format-standard hentry tag-ai tag-artificial-intelligence tag-bioinformatics tag-data-science tag-hype tag-machine-learning series-the-biomedical-informatics-roundtable-podcast"> <div class="secondline-single-container"> <div class="secondline-blog-single-content"> <div class="secondline-themes-blog-single-excerpt"> <figure class="wp-block-embed is-type-rich is-provider-soundcloud wp-block-embed-soundcloud"><div class="wp-block-embed__wrapper"> <iframe title="Episode 18: AI Hype by The Biomedical Informatics Roundtable Podcast" width="1200" height="400" scrolling="no" frameborder="no" src="https://w.soundcloud.com/player/?visual=true&url=https%3A%2F%2Fapi.soundcloud.com%2Ftracks%2F1450688449&show_artwork=true&maxheight=1000&maxwidth=1200"></iframe> </div></figure> <p>In this episode, Jason hosts solo with discussions of AI hype, tips for deep learning in the biomedical sciences, and service as a leader. This episode also features news, open data, and a journal club discussion. The notes from the show are included below. </p> <p><a href="https://www.statnews.com/2022/03/25/google-health-artificial-intelligence/">Humility over hype: An AI leader at Google lays out a vision to transform medical care</a></p> <p><a href="https://spectrum.ieee.org/andrew-ng-xrays-the-ai-hype">Andrew Ng X-Rays the AI Hype</a></p> <p><a href="https://arxiv.org/abs/2202.09101">Preprint on the harm of class imbalance corrections for risk predictions</a></p> <p><a href="https://hbr.org/2022/03/overcoming-the-c-suites-distrust-of-ai">Interesting piece in the Harvard Business Review</a> from March 23 titled Overcoming the C-suite鈥檚 distrust of AI</p> <p><a href="https://genomebiology.biomedcentral.com/articles/10.1186/s13059-022-02653-7">Paper on ML for spatial transcriptomics data</a></p> <p><a href="https://www.statnews.com/2022/03/25/digital-health-the-latest-iteration-of-medicines-knowledge-problem/">Opinion piece in Stat magazine on digital health</a></p> <p><a href="https://www.sciencedirect.com/science/article/pii/S2589750021002089">Paper in Lancet Digital Health</a> on the false hope of explainable AI in healthcare</p> <p><a href="https://scientistseessquirrel.wordpress.com/2022/03/15/maybe-its-time-to-stop-teaching-the-scientific-method-in-1st-year-biology/">Blog on Scientist Sees Squirrel </a>on why it might be time to stop teaching the scientific method in first year biology</p> <p><a href="https://journals.plos.org/plosbiology/article?id=10.1371/journal.pbio.3001470">Interesting new paper in PLOS Biology</a> on Examining the linguistic shifts between preprints and publications</p> <p><a href="https://aeon.co/essays/how-evolution-hacked-its-way-to-intelligence-from-the-bottom-up">Great piece by Dr. Michael Levin in Aeon magazine</a> from March 8th titled 鈥淢odular Cognition”</p> <p><a href="https://trialsjournal.biomedcentral.com/articles/10.1186/s13063-021-05489-x">The role of machine learning in clinical research</a></p> <p><a href="https://www.cell.com/patterns/fulltext/S2666-3899(20)30156-2">Statistical hypothesis testing versus machine learning</a> binary classification: distinctions and guidelines</p> <p>New 500-page open-access <a href="https://conwaylife.com/book">book on Conway鈥檚 Game of Life</a></p> <p><a href="https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1009803">Journal club paper on deep learning</a></p> <p><a href="https://www.researchallofus.org/data-tools/workbench/">The All of Us project</a></p> </div> <div class="tags-secondline"><i class="fa fa-tags"></i><a href="https://bmipodcast.org/tag/ai/" rel="tag">AI</a> <a href="https://bmipodcast.org/tag/artificial-intelligence/" rel="tag">artificial intelligence</a> <a href="https://bmipodcast.org/tag/bioinformatics/" rel="tag">bioinformatics</a> <a href="https://bmipodcast.org/tag/data-science/" rel="tag">Data science</a> <a href="https://bmipodcast.org/tag/hype/" rel="tag">hype</a> <a href="https://bmipodcast.org/tag/machine-learning/" rel="tag">machine learning</a></div><div class="clearfix-slt"></div> <div class="clearfix-slt"></div> <ul class="blog-single-social-sharing noselect"> <li class="social-sharing-title">Share:</li> <li><a href="http://www.facebook.com/sharer.php?u=https://bmipodcast.org/podcast/episode-18-ai-hype/&t=Episode+18%3A+AI+Hype" title="Share on Facebook" class="facebook-share" target="_blank"><i class="fab fa-facebook-f"></i></a></li> <li><a href="https://twitter.com/share?text=Episode+18%3A+AI+Hype&url=https://bmipodcast.org/podcast/episode-18-ai-hype/" title="Twitter" class="twitter-share" target="_blank"><i class="fab fa-twitter"></i></a></li> <li><a href="javascript:void((function()%7Bvar%20e=document.createElement('script');e.setAttribute('type','text/javascript');e.setAttribute('charset','UTF-8');e.setAttribute('src','//assets.pinterest.com/js/pinmarklet.js?r='+Math.random()*99999999);document.body.appendChild(e)%7D)());" title="Share on 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class="widget-title">Episodes</h4> <ul> <li> <a href="https://bmipodcast.org/podcast/episode-18-ai-hype/">Episode 18: AI Hype</a> <span class="post-date">February 19, 2023</span> </li> <li> <a href="https://bmipodcast.org/podcast/episode-17-dealing-with-failure/">Episode 17: Dealing With Failure</a> <span class="post-date">March 5, 2022</span> </li> <li> <a href="https://bmipodcast.org/podcast/episode-16-changing-institutions/">Episode 16: Changing Institutions</a> <span class="post-date">September 9, 2021</span> </li> <li> <a href="https://bmipodcast.org/podcast/episode-15-writing-motivation/">Episode 15: Writing Motivation</a> <span class="post-date">June 28, 2021</span> </li> <li> <a href="https://bmipodcast.org/podcast/episode-14-cultivating-an-informatics-career/">Episode 14: Cultivating an Informatics Career</a> <span class="post-date">May 23, 2021</span> </li> <li> <a href="https://bmipodcast.org/podcast/episode-13-federated-machine-learning/">Episode 13: Federated Machine Learning</a> <span class="post-date">March 7, 2021</span> </li> <li> <a href="https://bmipodcast.org/podcast/episode-12-inf/">Episode 12: Informatics History</a> <span class="post-date">January 24, 2021</span> </li> <li> <a href="https://bmipodcast.org/podcast/episode-11-leadership-roles/">Episode 11: Leadership Roles</a> <span class="post-date">December 12, 2020</span> </li> <li> <a href="https://bmipodcast.org/podcast/episode-10-federated-data/">Episode 10: Federated Data</a> <span class="post-date">November 4, 2020</span> </li> <li> <a href="https://bmipodcast.org/podcast/episode-9-leadership-coaching/">Episode 9: Leadership Coaching</a> <span class="post-date">August 1, 2020</span> </li> <li> <a href="https://bmipodcast.org/podcast/episode-8-covid-19-data-science/">Episode 8: COVID-19 Data Science</a> <span class="post-date">June 29, 2020</span> </li> <li> <a href="https://bmipodcast.org/podcast/episode-7-informatics-consortia/">Episode 7: Informatics Consortia</a> <span class="post-date">May 26, 2020</span> </li> <li> <a href="https://bmipodcast.org/podcast/episode-6-the-metaverse/">Episode 6: The Metaverse</a> <span class="post-date">May 10, 2020</span> </li> <li> <a href="https://bmipodcast.org/podcast/evolutionary-computation/">Episode 5: Evolutionary Computation</a> <span class="post-date">March 29, 2020</span> </li> <li> <a href="https://bmipodcast.org/podcast/episode-4-leadership-skills/">Episode 4: Leadership Skills</a> <span class="post-date">February 22, 2020</span> </li> <li> <a href="https://bmipodcast.org/podcast/informatics-journals/">Episode 3: Informatics Journals</a> <span class="post-date">January 29, 2020</span> </li> <li> <a href="https://bmipodcast.org/podcast/episode-2-data-science/">Episode 2: Data Science</a> <span class="post-date">December 18, 2019</span> </li> <li> <a href="https://bmipodcast.org/podcast/episode-1-machine-learning-interpretation/">Episode 1: Machine Learning Interpretation</a> <span class="post-date">November 8, 2019</span> </li> <li> <a href="https://bmipodcast.org/podcast/episode-0-deep-phenotyping/">Episode 0: Deep Phenotyping</a> <span class="post-date">October 12, 2019</span> </li> </ul> </div><div id="text-2" class="widget widget_text"><h4 class="widget-title">Hosts</h4> <div class="textwidget"><p>The Biomedical Informatics Roundtable Podcast is hosted by Jason H. Moore, Ph.D. and Marylyn D. Ritchie, Ph.D.</p> <p>Dr. Moore is Chair of the Department of Computational Biomedicine at <a href="https://www.cedars-sinai.org/">Cedars-Sinai Medical Center</a> in Los Angeles, CA.</p> <p>Dr. Ritchie is Professor of <a href="https://www.med.upenn.edu/genetics/">Genetics</a>, Associate Director of the Institute for Biomedical Informatics, and Associate Director of the <a href="https://www.med.upenn.edu/pcpm/">Penn Center for Precision Medicine</a> at聽 Penn Medicine of the University of Pennsylvania.</p> </div> </div> <div class="clearfix-slt"></div> </div> </div> <div id="secondline-themes-copyright"> <div class="width-container-slt"> </div>  <div class="width-container-slt"> <ul class="secondline-themes-social-icons secondline-themes-footer-icon-text-hide secondline-themes-footer-icon-align-right"> <li><a href="https://www.facebook.com/Biomedical-Informatics-Roundtable-Podcast-101122651309537" target="_blank" class="secondline-themes-facebook" title="Facebook"><i class="fab fa-facebook-f"></i><span>Facebook</span></a></li> <li><a href="https://twitter.com/bmirpodcast" target="_blank" class="secondline-themes-twitter" title="Twitter"><i class="fab fa-twitter"></i><span>Twitter</span></a></li> <li><a href="#!" target="_blank" class="secondline-themes-soundcloud" title="Soundcloud"><i class="fab fa-soundcloud"></i><span>Soundcloud</span></a></li> <li><a href="mailto:feedback@bmipodcast.org" class="secondline-themes-mail" title="Email"><i class="fa fa-envelope"></i><span>Email</span></a></li> </ul> <div id="copyright-text"> Copyright 2020 by Jason H. 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