{"id":9864,"date":"2025-04-01T13:14:52","date_gmt":"2025-04-01T17:14:52","guid":{"rendered":"https:\/\/med.virginia.edu\/emergency-medicine\/?p=9864"},"modified":"2025-04-01T13:26:10","modified_gmt":"2025-04-01T17:26:10","slug":"dr-thomas-hartka-and-colleagues-secure-third-place-in-darpa-challenge","status":"publish","type":"post","link":"https:\/\/med.virginia.edu\/emergency-medicine\/2025\/04\/01\/dr-thomas-hartka-and-colleagues-secure-third-place-in-darpa-challenge\/","title":{"rendered":"Dr. Thomas Hartka, and UVA Colleagues, Secure Third Place in DARPA Challenge"},"content":{"rendered":"<div style=\"width: 658px\" class=\"wp-caption alignnone\"><a href=\"https:\/\/datascience.virginia.edu\/news\/underdogs-take-darpa-triage-challenge-secure-3rd-place\"><img loading=\"lazy\" decoding=\"async\" class=\"\" src=\"https:\/\/api.dsi.virginia.edu\/sites\/default\/files\/styles\/scale_lg\/public\/2025-03\/hartka-barros-ashe.png\" alt=\"Photo of Dr. Thomas Hartka (left), Dr. Andrew Barros (center), and Will Ashe.\" width=\"648\" height=\"277\" \/><\/a><p class=\"wp-caption-text\">MSDS alumni Dr. Thomas Hartka (left) and Dr. Andrew Barros (center), along with Will Ashe (right), used their background in data science to impressive results in the DARPA Triage Challenge.<\/p><\/div>\n<p>Read the full article on UVA School of Data Science&#8217;s blog:<br \/>\n<a href=\"https:\/\/datascience.virginia.edu\/news\/underdogs-take-darpa-triage-challenge-secure-3rd-place\" target=\"_blank\" rel=\"noopener\">Underdogs Take on DARPA Triage Challenge, Secure Third Place<\/a><\/p>\n<p>In a Nutshell:<\/p>\n<ul>\n<li data-sourcepos=\"5:1-5:154\"><strong>DARPA organized a competition to improve trauma care decision-making<\/strong> by using data science to predict necessary LSIs in secondary triage.<\/li>\n<li data-sourcepos=\"6:1-6:148\">A team of UVA clinicians with data science expertise, including two MSDS graduates, competed successfully against well-funded teams.<\/li>\n<li data-sourcepos=\"7:1-7:136\">They used Python and data analysis libraries to develop models that predict LSIs from time-series physiological data.<\/li>\n<li data-sourcepos=\"8:1-8:153\"><strong>UVA clinicians secured third place<\/strong>, demonstrating the effectiveness of their approach and the value of combined clinical and data science expertise.<\/li>\n<li data-sourcepos=\"9:1-9:133\">They plan to refine their models using deep learning and seek additional funding for the next phase of the competition.<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Read the full article on UVA School of Data Science&#8217;s blog: Underdogs Take on DARPA Triage Challenge, Secure Third Place In a Nutshell: DARPA organized a competition to improve trauma care decision-making by using data science to predict necessary LSIs in secondary triage. A team of UVA clinicians with data science expertise, including two MSDS [&hellip;]<\/p>\n","protected":false},"author":1024,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":"","_links_to":"","_links_to_target":""},"categories":[8,13,7,9],"tags":[],"class_list":["post-9864","post","type-post","status-publish","format-standard","hentry","category-awards","category-emro","category-news-and-highlights","category-physician-spotlight"],"acf":false,"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Dr. Thomas Hartka, and UVA Colleagues, Secure Third Place in DARPA Challenge - Emergency Medicine<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/med.virginia.edu\/emergency-medicine\/2025\/04\/01\/dr-thomas-hartka-and-colleagues-secure-third-place-in-darpa-challenge\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Dr. Thomas Hartka, and UVA Colleagues, Secure Third Place in DARPA Challenge - Emergency Medicine\" \/>\n<meta property=\"og:description\" content=\"Read the full article on UVA School of Data Science&#8217;s blog: Underdogs Take on DARPA Triage Challenge, Secure Third Place In a Nutshell: DARPA organized a competition to improve trauma care decision-making by using data science to predict necessary LSIs in secondary triage. A team of UVA clinicians with data science expertise, including two MSDS [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/med.virginia.edu\/emergency-medicine\/2025\/04\/01\/dr-thomas-hartka-and-colleagues-secure-third-place-in-darpa-challenge\/\" \/>\n<meta property=\"og:site_name\" content=\"Emergency Medicine\" \/>\n<meta property=\"article:published_time\" content=\"2025-04-01T17:14:52+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-04-01T17:26:10+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/api.dsi.virginia.edu\/sites\/default\/files\/styles\/scale_lg\/public\/2025-03\/hartka-barros-ashe.png\" \/>\n<meta name=\"author\" content=\"sd2cv@virginia.edu\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"sd2cv@virginia.edu\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/med.virginia.edu\\\/emergency-medicine\\\/2025\\\/04\\\/01\\\/dr-thomas-hartka-and-colleagues-secure-third-place-in-darpa-challenge\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/med.virginia.edu\\\/emergency-medicine\\\/2025\\\/04\\\/01\\\/dr-thomas-hartka-and-colleagues-secure-third-place-in-darpa-challenge\\\/\"},\"author\":{\"name\":\"sd2cv@virginia.edu\",\"@id\":\"https:\\\/\\\/med.virginia.edu\\\/emergency-medicine\\\/#\\\/schema\\\/person\\\/fb6e69b2b28af6e6c75b602184e726a8\"},\"headline\":\"Dr. Thomas Hartka, and UVA Colleagues, Secure Third Place in DARPA Challenge\",\"datePublished\":\"2025-04-01T17:14:52+00:00\",\"dateModified\":\"2025-04-01T17:26:10+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/med.virginia.edu\\\/emergency-medicine\\\/2025\\\/04\\\/01\\\/dr-thomas-hartka-and-colleagues-secure-third-place-in-darpa-challenge\\\/\"},\"wordCount\":168,\"image\":{\"@id\":\"https:\\\/\\\/med.virginia.edu\\\/emergency-medicine\\\/2025\\\/04\\\/01\\\/dr-thomas-hartka-and-colleagues-secure-third-place-in-darpa-challenge\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/api.dsi.virginia.edu\\\/sites\\\/default\\\/files\\\/styles\\\/scale_lg\\\/public\\\/2025-03\\\/hartka-barros-ashe.png\",\"articleSection\":[\"Awards\",\"EMRO\",\"News and Highlights\",\"Physician Spotlight\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/med.virginia.edu\\\/emergency-medicine\\\/2025\\\/04\\\/01\\\/dr-thomas-hartka-and-colleagues-secure-third-place-in-darpa-challenge\\\/\",\"url\":\"https:\\\/\\\/med.virginia.edu\\\/emergency-medicine\\\/2025\\\/04\\\/01\\\/dr-thomas-hartka-and-colleagues-secure-third-place-in-darpa-challenge\\\/\",\"name\":\"Dr. Thomas Hartka, and UVA Colleagues, Secure Third Place in DARPA Challenge - Emergency Medicine\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/med.virginia.edu\\\/emergency-medicine\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/med.virginia.edu\\\/emergency-medicine\\\/2025\\\/04\\\/01\\\/dr-thomas-hartka-and-colleagues-secure-third-place-in-darpa-challenge\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/med.virginia.edu\\\/emergency-medicine\\\/2025\\\/04\\\/01\\\/dr-thomas-hartka-and-colleagues-secure-third-place-in-darpa-challenge\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/api.dsi.virginia.edu\\\/sites\\\/default\\\/files\\\/styles\\\/scale_lg\\\/public\\\/2025-03\\\/hartka-barros-ashe.png\",\"datePublished\":\"2025-04-01T17:14:52+00:00\",\"dateModified\":\"2025-04-01T17:26:10+00:00\",\"author\":{\"@id\":\"https:\\\/\\\/med.virginia.edu\\\/emergency-medicine\\\/#\\\/schema\\\/person\\\/fb6e69b2b28af6e6c75b602184e726a8\"},\"breadcrumb\":{\"@id\":\"https:\\\/\\\/med.virginia.edu\\\/emergency-medicine\\\/2025\\\/04\\\/01\\\/dr-thomas-hartka-and-colleagues-secure-third-place-in-darpa-challenge\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/med.virginia.edu\\\/emergency-medicine\\\/2025\\\/04\\\/01\\\/dr-thomas-hartka-and-colleagues-secure-third-place-in-darpa-challenge\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/med.virginia.edu\\\/emergency-medicine\\\/2025\\\/04\\\/01\\\/dr-thomas-hartka-and-colleagues-secure-third-place-in-darpa-challenge\\\/#primaryimage\",\"url\":\"https:\\\/\\\/api.dsi.virginia.edu\\\/sites\\\/default\\\/files\\\/styles\\\/scale_lg\\\/public\\\/2025-03\\\/hartka-barros-ashe.png\",\"contentUrl\":\"https:\\\/\\\/api.dsi.virginia.edu\\\/sites\\\/default\\\/files\\\/styles\\\/scale_lg\\\/public\\\/2025-03\\\/hartka-barros-ashe.png\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/med.virginia.edu\\\/emergency-medicine\\\/2025\\\/04\\\/01\\\/dr-thomas-hartka-and-colleagues-secure-third-place-in-darpa-challenge\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/med.virginia.edu\\\/emergency-medicine\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Dr. Thomas Hartka, and UVA Colleagues, Secure Third Place in DARPA Challenge\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/med.virginia.edu\\\/emergency-medicine\\\/#website\",\"url\":\"https:\\\/\\\/med.virginia.edu\\\/emergency-medicine\\\/\",\"name\":\"Emergency Medicine\",\"description\":\"University of Virginia School of Medicine\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/med.virginia.edu\\\/emergency-medicine\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/med.virginia.edu\\\/emergency-medicine\\\/#\\\/schema\\\/person\\\/fb6e69b2b28af6e6c75b602184e726a8\",\"name\":\"sd2cv@virginia.edu\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/92335ed5ef9bab7c44bfcdcf9688efc607bd2553a30938ebb4b46a7a107650a6?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/92335ed5ef9bab7c44bfcdcf9688efc607bd2553a30938ebb4b46a7a107650a6?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/92335ed5ef9bab7c44bfcdcf9688efc607bd2553a30938ebb4b46a7a107650a6?s=96&d=mm&r=g\",\"caption\":\"sd2cv@virginia.edu\"},\"url\":\"https:\\\/\\\/med.virginia.edu\\\/emergency-medicine\\\/author\\\/sd2cvvirginia-edu\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Dr. Thomas Hartka, and UVA Colleagues, Secure Third Place in DARPA Challenge - Emergency Medicine","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/med.virginia.edu\/emergency-medicine\/2025\/04\/01\/dr-thomas-hartka-and-colleagues-secure-third-place-in-darpa-challenge\/","og_locale":"en_US","og_type":"article","og_title":"Dr. Thomas Hartka, and UVA Colleagues, Secure Third Place in DARPA Challenge - Emergency Medicine","og_description":"Read the full article on UVA School of Data Science&#8217;s blog: Underdogs Take on DARPA Triage Challenge, Secure Third Place In a Nutshell: DARPA organized a competition to improve trauma care decision-making by using data science to predict necessary LSIs in secondary triage. A team of UVA clinicians with data science expertise, including two MSDS [&hellip;]","og_url":"https:\/\/med.virginia.edu\/emergency-medicine\/2025\/04\/01\/dr-thomas-hartka-and-colleagues-secure-third-place-in-darpa-challenge\/","og_site_name":"Emergency Medicine","article_published_time":"2025-04-01T17:14:52+00:00","article_modified_time":"2025-04-01T17:26:10+00:00","og_image":[{"url":"https:\/\/api.dsi.virginia.edu\/sites\/default\/files\/styles\/scale_lg\/public\/2025-03\/hartka-barros-ashe.png","type":"","width":"","height":""}],"author":"sd2cv@virginia.edu","twitter_card":"summary_large_image","twitter_misc":{"Written by":"sd2cv@virginia.edu","Est. reading time":"1 minute"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/med.virginia.edu\/emergency-medicine\/2025\/04\/01\/dr-thomas-hartka-and-colleagues-secure-third-place-in-darpa-challenge\/#article","isPartOf":{"@id":"https:\/\/med.virginia.edu\/emergency-medicine\/2025\/04\/01\/dr-thomas-hartka-and-colleagues-secure-third-place-in-darpa-challenge\/"},"author":{"name":"sd2cv@virginia.edu","@id":"https:\/\/med.virginia.edu\/emergency-medicine\/#\/schema\/person\/fb6e69b2b28af6e6c75b602184e726a8"},"headline":"Dr. Thomas Hartka, and UVA Colleagues, Secure Third Place in DARPA Challenge","datePublished":"2025-04-01T17:14:52+00:00","dateModified":"2025-04-01T17:26:10+00:00","mainEntityOfPage":{"@id":"https:\/\/med.virginia.edu\/emergency-medicine\/2025\/04\/01\/dr-thomas-hartka-and-colleagues-secure-third-place-in-darpa-challenge\/"},"wordCount":168,"image":{"@id":"https:\/\/med.virginia.edu\/emergency-medicine\/2025\/04\/01\/dr-thomas-hartka-and-colleagues-secure-third-place-in-darpa-challenge\/#primaryimage"},"thumbnailUrl":"https:\/\/api.dsi.virginia.edu\/sites\/default\/files\/styles\/scale_lg\/public\/2025-03\/hartka-barros-ashe.png","articleSection":["Awards","EMRO","News and Highlights","Physician Spotlight"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/med.virginia.edu\/emergency-medicine\/2025\/04\/01\/dr-thomas-hartka-and-colleagues-secure-third-place-in-darpa-challenge\/","url":"https:\/\/med.virginia.edu\/emergency-medicine\/2025\/04\/01\/dr-thomas-hartka-and-colleagues-secure-third-place-in-darpa-challenge\/","name":"Dr. Thomas Hartka, and UVA Colleagues, Secure Third Place in DARPA Challenge - Emergency Medicine","isPartOf":{"@id":"https:\/\/med.virginia.edu\/emergency-medicine\/#website"},"primaryImageOfPage":{"@id":"https:\/\/med.virginia.edu\/emergency-medicine\/2025\/04\/01\/dr-thomas-hartka-and-colleagues-secure-third-place-in-darpa-challenge\/#primaryimage"},"image":{"@id":"https:\/\/med.virginia.edu\/emergency-medicine\/2025\/04\/01\/dr-thomas-hartka-and-colleagues-secure-third-place-in-darpa-challenge\/#primaryimage"},"thumbnailUrl":"https:\/\/api.dsi.virginia.edu\/sites\/default\/files\/styles\/scale_lg\/public\/2025-03\/hartka-barros-ashe.png","datePublished":"2025-04-01T17:14:52+00:00","dateModified":"2025-04-01T17:26:10+00:00","author":{"@id":"https:\/\/med.virginia.edu\/emergency-medicine\/#\/schema\/person\/fb6e69b2b28af6e6c75b602184e726a8"},"breadcrumb":{"@id":"https:\/\/med.virginia.edu\/emergency-medicine\/2025\/04\/01\/dr-thomas-hartka-and-colleagues-secure-third-place-in-darpa-challenge\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/med.virginia.edu\/emergency-medicine\/2025\/04\/01\/dr-thomas-hartka-and-colleagues-secure-third-place-in-darpa-challenge\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/med.virginia.edu\/emergency-medicine\/2025\/04\/01\/dr-thomas-hartka-and-colleagues-secure-third-place-in-darpa-challenge\/#primaryimage","url":"https:\/\/api.dsi.virginia.edu\/sites\/default\/files\/styles\/scale_lg\/public\/2025-03\/hartka-barros-ashe.png","contentUrl":"https:\/\/api.dsi.virginia.edu\/sites\/default\/files\/styles\/scale_lg\/public\/2025-03\/hartka-barros-ashe.png"},{"@type":"BreadcrumbList","@id":"https:\/\/med.virginia.edu\/emergency-medicine\/2025\/04\/01\/dr-thomas-hartka-and-colleagues-secure-third-place-in-darpa-challenge\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/med.virginia.edu\/emergency-medicine\/"},{"@type":"ListItem","position":2,"name":"Dr. Thomas Hartka, and UVA Colleagues, Secure Third Place in DARPA Challenge"}]},{"@type":"WebSite","@id":"https:\/\/med.virginia.edu\/emergency-medicine\/#website","url":"https:\/\/med.virginia.edu\/emergency-medicine\/","name":"Emergency Medicine","description":"University of Virginia School of Medicine","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/med.virginia.edu\/emergency-medicine\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Person","@id":"https:\/\/med.virginia.edu\/emergency-medicine\/#\/schema\/person\/fb6e69b2b28af6e6c75b602184e726a8","name":"sd2cv@virginia.edu","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/secure.gravatar.com\/avatar\/92335ed5ef9bab7c44bfcdcf9688efc607bd2553a30938ebb4b46a7a107650a6?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/92335ed5ef9bab7c44bfcdcf9688efc607bd2553a30938ebb4b46a7a107650a6?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/92335ed5ef9bab7c44bfcdcf9688efc607bd2553a30938ebb4b46a7a107650a6?s=96&d=mm&r=g","caption":"sd2cv@virginia.edu"},"url":"https:\/\/med.virginia.edu\/emergency-medicine\/author\/sd2cvvirginia-edu\/"}]}},"_links":{"self":[{"href":"https:\/\/med.virginia.edu\/emergency-medicine\/wp-json\/wp\/v2\/posts\/9864","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/med.virginia.edu\/emergency-medicine\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/med.virginia.edu\/emergency-medicine\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/med.virginia.edu\/emergency-medicine\/wp-json\/wp\/v2\/users\/1024"}],"replies":[{"embeddable":true,"href":"https:\/\/med.virginia.edu\/emergency-medicine\/wp-json\/wp\/v2\/comments?post=9864"}],"version-history":[{"count":4,"href":"https:\/\/med.virginia.edu\/emergency-medicine\/wp-json\/wp\/v2\/posts\/9864\/revisions"}],"predecessor-version":[{"id":9877,"href":"https:\/\/med.virginia.edu\/emergency-medicine\/wp-json\/wp\/v2\/posts\/9864\/revisions\/9877"}],"wp:attachment":[{"href":"https:\/\/med.virginia.edu\/emergency-medicine\/wp-json\/wp\/v2\/media?parent=9864"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/med.virginia.edu\/emergency-medicine\/wp-json\/wp\/v2\/categories?post=9864"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/med.virginia.edu\/emergency-medicine\/wp-json\/wp\/v2\/tags?post=9864"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}