{"id":9165,"date":"2024-01-12T19:45:55","date_gmt":"2024-01-12T19:45:55","guid":{"rendered":"https:\/\/dailyai.com\/?p=9165"},"modified":"2024-01-12T19:49:34","modified_gmt":"2024-01-12T19:49:34","slug":"google-research-healthcare-llm-excels-doctors-in-key-areas","status":"publish","type":"post","link":"https:\/\/dailyai.com\/nb\/2024\/01\/google-research-healthcare-llm-excels-doctors-in-key-areas\/","title":{"rendered":"Google Research Healthcare LLM utmerker seg p\u00e5 viktige omr\u00e5der"},"content":{"rendered":"<p><b>Googles AI-system, som er oppl\u00e6rt til \u00e5 gjennomf\u00f8re medisinske intervjuer, overg\u00e5r menneskelige leger p\u00e5 omr\u00e5der som pasientbehandling og diagnostisk n\u00f8yaktighet.\u00a0<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Utviklet av team ved DeepMind og Google Research og for tiden <\/span><a href=\"https:\/\/arxiv.org\/pdf\/2401.05654.pdf\"><span style=\"font-weight: 400;\">publisert p\u00e5 ArXiv<\/span><\/a><span style=\"font-weight: 400;\">Chatboten, som fikk navnet Articulate Medical Intelligence Explorer (AMIE), utmerket seg blant annet i \u00e5 diagnostisere luftveislidelser og hjerte- og karsykdommer.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Den var like god eller til og med bedre enn sertifiserte prim\u00e6rleger n\u00e5r det gjaldt \u00e5 samle inn pasientinformasjon under medisinske intervjuer, og scoret h\u00f8yere p\u00e5 empati.<\/span><\/p>\n<blockquote class=\"twitter-tweet\">\n<p dir=\"ltr\" lang=\"en\">Vi er glade for \u00e5 kunne presentere v\u00e5r nye forskningsrapport om AMIE (Articulate Medical Intelligence Explorer), et skritt mot dialogbasert diagnostisk AI ved hjelp av <a href=\"https:\/\/twitter.com\/GoogleAI?ref_src=twsrc%5Etfw\">@GoogleAI<\/a> <a href=\"https:\/\/twitter.com\/GoogleHealth?ref_src=twsrc%5Etfw\">@GoogleHelse<\/a> <a href=\"https:\/\/twitter.com\/GoogleDeepMind?ref_src=twsrc%5Etfw\">@GoogleDeepMind<\/a><a href=\"https:\/\/t.co\/KIl1cYjgWO\">https:\/\/t.co\/KIl1cYjgWO<\/a> <a href=\"https:\/\/t.co\/JcPAiNcPgJ\">pic.twitter.com\/JcPAiNcPgJ<\/a><\/p>\n<p>- Mike Schaekermann (@HardyShakerman) <a href=\"https:\/\/twitter.com\/HardyShakerman\/status\/1745635460334993439?ref_src=twsrc%5Etfw\">12. januar 2024<\/a><\/p><\/blockquote>\n<p><script src=\"https:\/\/platform.twitter.com\/widgets.js\" async=\"\" charset=\"utf-8\"><\/script><\/p>\n<p><span style=\"font-weight: 400;\">En av hovedutfordringene ved utviklingen av AMIE var mangelen p\u00e5 reelle medisinske samtaler som treningsdata.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">For \u00e5 f\u00e5 bukt med dette utviklet teamet hos Google Health, deriblant AI-forsker Vivek Natarajan, en metode som gj\u00f8r det mulig for chatboten \u00e5 delta i simulerte \"samtaler\".\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Den kunstige intelligensen ble trent opp til \u00e5 spille rollene til en pasient, en empatisk kliniker og en kritiker som evaluerer samspillet mellom lege og pasient.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">I tester med 20 skuespillere som var oppl\u00e6rt til \u00e5 simulere pasienter, og 20 sertifiserte klinikere, matchet eller overgikk AMIE konsekvent legenes diagnostiske n\u00f8yaktighet p\u00e5 tvers av seks medisinske spesialiteter.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Den var bedre enn legene p\u00e5 24 av 26 kriterier for samtalekvalitet, som h\u00f8flighet og forklaring av tilstander og behandlinger.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Alan Karthikesalingam, klinisk forsker ved Google Health i London og medforfatter av studien, bemerket: \"S\u00e5 vidt vi vet, er dette f\u00f8rste gang et AI-system for samtale er designet optimalt for diagnostisk dialog og anamneseopptak.\"\u00a0<\/span><\/p>\n<blockquote class=\"twitter-tweet\">\n<p dir=\"ltr\" lang=\"en\">Vi er glade for \u00e5 kunne introdusere AMIE (Articulate Medical Intelligence Explorer), v\u00e5r forsknings-LLM for diagnostiske samtaler. AMIE overgikk prim\u00e6rleger i samtalekvalitet og diagnostisk n\u00f8yaktighet i en randomisert studie i \"virtuell OSCE\"-stil. Forh\u00e5ndsutskrift \u27a1\ufe0f <a href=\"https:\/\/t.co\/XZizS9PtDG\">https:\/\/t.co\/XZizS9PtDG<\/a> (1\/7) <a href=\"https:\/\/t.co\/3t8hTkLmO9\">pic.twitter.com\/3t8hTkLmO9<\/a><\/p>\n<p>- Alan Karthikesalingam (@alan_karthi) <a href=\"https:\/\/twitter.com\/alan_karthi\/status\/1745628728040853823?ref_src=twsrc%5Etfw\">12. januar 2024<\/a><\/p><\/blockquote>\n<p><script src=\"https:\/\/platform.twitter.com\/widgets.js\" async=\"\" charset=\"utf-8\"><\/script><\/p>\n<p><span style=\"font-weight: 400;\">Karthikesalingam understreker imidlertid at AMIE fortsatt er eksperimentelt og ikke har blitt testet p\u00e5 ekte pasienter, kun p\u00e5 skuespillere som fremstiller fiktive, men plausible medisinske tilstander.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">Hvordan studien fungerte<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Studien \"Towards Conversational Diagnostic AI\" introduserer AMIE, en LLM utviklet for medisinsk diagnostisk interaksjon.\u00a0<\/span><\/p>\n<p>Her finner du mer informasjon om hvordan det fungerer:<\/p>\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Utvikling av AMIE<\/b><span style=\"font-weight: 400;\">: Articulate Medical Intelligence Explorer (AMIE) er et AI-system basert p\u00e5 en Large Language Model (LLM) utviklet av Google. Det er optimalisert for diagnostisk dialog i medisinske sammenhenger. AMIE ble utviklet for \u00e5 etterligne den komplekse prosessen med klinisk anamneseopptak og diagnostisk resonnering.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Simulert dialogtrening<\/b><span style=\"font-weight: 400;\">: Forskerne utviklet et nytt simulert milj\u00f8 for selvspill p\u00e5 grunn av mangel p\u00e5 reelle medisinske samtaler for oppl\u00e6ring. Dette gjorde det mulig for AMIE \u00e5 delta i simulerte dialoger og spille ulike roller (pasient, lege, kritiker) for \u00e5 forbedre l\u00e6ringen. Disse dialogene dekket en rekke medisinske tilstander, spesialiteter og kontekster.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Finjustering av instruksjoner og strategi for kjeden av resonnementer<\/b><span style=\"font-weight: 400;\">: AMIE ble finjustert ved hjelp av ulike datasett fra den virkelige verden, blant annet data om medisinske sp\u00f8rsm\u00e5l, resonnering, oppsummering og dialog. En chain-of-reasoning-strategi innebar \u00e5 analysere pasientinformasjon, formulere svar og handlinger, og finjustere svarene basert p\u00e5 den aktuelle samtalen.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Ekstern objektiv strukturert klinisk unders\u00f8kelse (OSCE)<\/b><span style=\"font-weight: 400;\">: Forskerne gjennomf\u00f8rte en randomisert, dobbeltblindet crossover-studie der AMIE ble sammenlignet med prim\u00e6rleger. Studien brukte tekstbaserte konsultasjoner med 149 simulerte pasienter som ble fremstilt av skuespillere i ulike kliniske scenarier. B\u00e5de spesialistleger og pasientskuespillerne vurderte prestasjonene til AMIE og PCP-ene.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Evaluering og resultater<\/b><span style=\"font-weight: 400;\">: Evalueringen fokuserte p\u00e5 diagnostisk n\u00f8yaktighet, behandlingsresonnement, kommunikasjonsferdigheter og empati. AMIE viste overlegen ytelse sammenlignet med PCP-er p\u00e5 flere omr\u00e5der, blant annet diagnostisk n\u00f8yaktighet og empati.\u00a0<\/span><\/li>\n<\/ol>\n<p><span style=\"font-weight: 400;\">Forskerne advarer om at disse resultatene forel\u00f8pig b\u00f8r tolkes med forsiktighet, og peker p\u00e5 studiens begrensninger, som bruken av et tekst-chat-grensesnitt og mangelen p\u00e5 pasientinteraksjoner i den virkelige verden.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Det markerer imidlertid et fremskritt i utviklingen av AI-systemer som er i stand til \u00e5 gjennomf\u00f8re medisinske intervjuer og diagnostiske dialoger.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Generativ AI i helsevesenet har v\u00e6rt et omr\u00e5de med enorm suksess, med modeller som har lykkes <\/span><a href=\"https:\/\/dailyai.com\/nb\/2023\/12\/mit-researchers-identify-new-class-of-antibiotics-using-ai\/\"><span style=\"font-weight: 400;\">finne nye antibiotika<\/span><\/a><span style=\"font-weight: 400;\">, <\/span><a href=\"https:\/\/dailyai.com\/nb\/2023\/12\/researchers-use-ai-assisted-colonoscopy-process-to-boost-polyp-identification\/\"><span style=\"font-weight: 400;\">bedre koloskopier<\/span><\/a><span style=\"font-weight: 400;\">, og <\/span><a href=\"https:\/\/dailyai.com\/nb\/2024\/01\/nvidia-expands-its-offerings-of-drug-discovery-models-through-bionemo\/\"><span style=\"font-weight: 400;\">Simulering av interaksjoner<\/span><\/a><span style=\"font-weight: 400;\"> mellom forbindelser og biologiske prosesser.<\/span><\/p>\n<p>Kan AI-modeller n\u00e5 ogs\u00e5 ta i bruk pasientrettede roller?<\/p>","protected":false},"excerpt":{"rendered":"<p>Googles AI-system, som er oppl\u00e6rt til \u00e5 gjennomf\u00f8re medisinske intervjuer, overg\u00e5r menneskelige leger p\u00e5 omr\u00e5der som har \u00e5 gj\u00f8re med pasientbehandling og diagnostisk n\u00f8yaktighet.  Chatboten, som er utviklet av teamene DeepMind og Google Research og for tiden er publisert p\u00e5 ArXiv, har f\u00e5tt navnet Articulate Medical Intelligence Explorer (AMIE), og utmerker seg blant annet n\u00e5r det gjelder \u00e5 diagnostisere luftveislidelser og kardiovaskul\u00e6re tilstander.  Den var like god eller til og med bedre enn sertifiserte prim\u00e6rleger n\u00e5r det gjaldt \u00e5 samle inn pasientinformasjon under medisinske intervjuer, og den scoret h\u00f8yere p\u00e5 empati. Vi er glade for \u00e5 presentere v\u00e5r nye forskningsartikkel om AMIE (Articulate Medical Intelligence Explorer), et skritt mot samtalediagnostisk AI av @GoogleAI @GoogleHealth @GoogleDeepMindhttps:\/\/t.co\/KIl1cYjgWO pic.twitter.com\/JcPAiNcPgJ - Mike Schaekermann (@HardyShakerman) januar<\/p>","protected":false},"author":2,"featured_media":9168,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[84],"tags":[147,437],"class_list":["post-9165","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-industry","tag-deepmind","tag-google-ai"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Google Research healthcare LLM excels doctors in key areas | DailyAI<\/title>\n<meta name=\"description\" content=\"Google&#039;s AI system, trained to conduct medical interviews, 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