{"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\/pt\/2024\/01\/google-research-healthcare-llm-excels-doctors-in-key-areas\/","title":{"rendered":"O LLM em cuidados de sa\u00fade da Google Research destaca os m\u00e9dicos em \u00e1reas-chave"},"content":{"rendered":"<p><b>O sistema de IA da Google, treinado para conduzir entrevistas m\u00e9dicas, ultrapassa os m\u00e9dicos humanos em \u00e1reas relacionadas com a postura ao lado do doente e a precis\u00e3o do diagn\u00f3stico.\u00a0<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Desenvolvido por equipas da DeepMind e da Google Research e atualmente <\/span><a href=\"https:\/\/arxiv.org\/pdf\/2401.05654.pdf\"><span style=\"font-weight: 400;\">publicado no ArXiv<\/span><\/a><span style=\"font-weight: 400;\">O chatbot, denominado Articulate Medical Intelligence Explorer (AMIE), destacou-se no diagn\u00f3stico de doen\u00e7as respirat\u00f3rias e cardiovasculares, entre outras.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">O seu desempenho foi id\u00eantico ou mesmo superior ao dos m\u00e9dicos de cuidados prim\u00e1rios certificados na recolha de informa\u00e7\u00f5es sobre os doentes durante as entrevistas m\u00e9dicas e foi superior em termos de empatia.<\/span><\/p>\n<blockquote class=\"twitter-tweet\">\n<p dir=\"ltr\" lang=\"en\">\u00c9 com prazer que apresentamos o nosso novo trabalho de investiga\u00e7\u00e3o sobre o AMIE (Articulate Medical Intelligence Explorer), um passo em dire\u00e7\u00e3o \u00e0 IA de diagn\u00f3stico conversacional por <a href=\"https:\/\/twitter.com\/GoogleAI?ref_src=twsrc%5Etfw\">@GoogleAI<\/a> <a href=\"https:\/\/twitter.com\/GoogleHealth?ref_src=twsrc%5Etfw\">@GoogleHealth<\/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 de janeiro de 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;\">Um dos principais desafios no desenvolvimento da AMIE foi a escassez de conversas m\u00e9dicas do mundo real para dados de treino.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Para ultrapassar este problema, a equipa do Google Health, incluindo o cientista de investiga\u00e7\u00e3o em IA Vivek Natarajan, criou um m\u00e9todo que permite ao chatbot participar em \"conversas\" simuladas.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">A IA foi treinada para desempenhar os pap\u00e9is de um doente, de um m\u00e9dico emp\u00e1tico e de um cr\u00edtico que avalia a intera\u00e7\u00e3o m\u00e9dico-doente.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Em testes que envolveram 20 actores treinados para simular pacientes e 20 m\u00e9dicos certificados, a AMIE igualou ou ultrapassou consistentemente a precis\u00e3o do diagn\u00f3stico dos m\u00e9dicos em seis especialidades m\u00e9dicas.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Superou os m\u00e9dicos em 24 dos 26 crit\u00e9rios de qualidade de conversa\u00e7\u00e3o, como a cortesia e a explica\u00e7\u00e3o de doen\u00e7as e tratamentos.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Alan Karthikesalingam, cientista de investiga\u00e7\u00e3o cl\u00ednica na Google Health em Londres e coautor do estudo, observou: \"Tanto quanto sabemos, esta \u00e9 a primeira vez que um sistema de IA conversacional foi concebido de forma optimizada para o di\u00e1logo de diagn\u00f3stico e para a recolha do historial cl\u00ednico\".\u00a0<\/span><\/p>\n<blockquote class=\"twitter-tweet\">\n<p dir=\"ltr\" lang=\"en\">Temos o prazer de apresentar o AMIE (Articulate Medical Intelligence Explorer), o nosso LLM de investiga\u00e7\u00e3o para conversas de diagn\u00f3stico. O AMIE superou os m\u00e9dicos de cuidados prim\u00e1rios em qualidade de conversa\u00e7\u00e3o e precis\u00e3o de diagn\u00f3stico num estudo aleat\u00f3rio do tipo \"OSCE virtual\". Pr\u00e9-impress\u00e3o \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 de janeiro de 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;\">No entanto, Karthikesalingam sublinha que a AMIE continua a ser experimental e n\u00e3o foi testada em doentes reais, apenas em actores que retratam condi\u00e7\u00f5es m\u00e9dicas fict\u00edcias mas plaus\u00edveis.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">Como funcionou o estudo<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">O estudo intitulado \"Towards Conversational Diagnostic AI\" apresenta o AMIE, um LLM concebido para interac\u00e7\u00f5es de diagn\u00f3stico m\u00e9dico.\u00a0<\/span><\/p>\n<p>Eis mais informa\u00e7\u00f5es sobre o seu funcionamento:<\/p>\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Desenvolvimento da AMIE<\/b><span style=\"font-weight: 400;\">: O Articulate Medical Intelligence Explorer (AMIE) \u00e9 um sistema de IA baseado num Large Language Model (LLM) criado pela Google. Est\u00e1 optimizado para o di\u00e1logo de diagn\u00f3stico em contextos m\u00e9dicos. O AMIE foi concebido para emular o processo complexo de recolha de hist\u00f3ria cl\u00ednica e de racioc\u00ednio de diagn\u00f3stico.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Forma\u00e7\u00e3o em di\u00e1logo simulado<\/b><span style=\"font-weight: 400;\">: Os investigadores desenvolveram um novo ambiente simulado de auto-jogo devido \u00e0 falta de conversas m\u00e9dicas reais para forma\u00e7\u00e3o. Isto permitiu \u00e0 AMIE participar em di\u00e1logos simulados, desempenhando diferentes pap\u00e9is (doente, m\u00e9dico, cr\u00edtico) para melhorar a aprendizagem. Estes di\u00e1logos abrangeram uma s\u00e9rie de condi\u00e7\u00f5es m\u00e9dicas, especialidades e contextos.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Estrat\u00e9gia de afina\u00e7\u00e3o da instru\u00e7\u00e3o e da cadeia de racioc\u00ednio<\/b><span style=\"font-weight: 400;\">: O AMIE foi submetido a um aperfei\u00e7oamento de instru\u00e7\u00f5es utilizando v\u00e1rios conjuntos de dados do mundo real, incluindo dados de resposta a perguntas m\u00e9dicas, racioc\u00ednio, resumo e di\u00e1logo. Uma estrat\u00e9gia de racioc\u00ednio em cadeia envolveu a an\u00e1lise da informa\u00e7\u00e3o do doente, a formula\u00e7\u00e3o de respostas e ac\u00e7\u00f5es e o aperfei\u00e7oamento das respostas com base na conversa em curso.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Estudo de exame cl\u00ednico estruturado objetivo remoto (OSCE)<\/b><span style=\"font-weight: 400;\">: Os investigadores realizaram um estudo cruzado, aleat\u00f3rio e em dupla oculta\u00e7\u00e3o, comparando a AMIE com m\u00e9dicos de cuidados prim\u00e1rios (PCP). Este estudo utilizou consultas baseadas em texto com 149 pacientes simulados, representados por actores, envolvendo v\u00e1rios cen\u00e1rios cl\u00ednicos. Tanto os m\u00e9dicos especialistas como os actores dos pacientes avaliaram o desempenho da AMIE e dos PCP.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Avalia\u00e7\u00e3o e resultados<\/b><span style=\"font-weight: 400;\">: A avalia\u00e7\u00e3o centrou-se na precis\u00e3o do diagn\u00f3stico, no racioc\u00ednio de gest\u00e3o, nas compet\u00eancias de comunica\u00e7\u00e3o e na empatia. Os AMIE demonstraram um desempenho superior ao dos PCP em v\u00e1rias \u00e1reas, incluindo a precis\u00e3o do diagn\u00f3stico e a empatia.\u00a0<\/span><\/li>\n<\/ol>\n<p><span style=\"font-weight: 400;\">Os investigadores advertem que, por enquanto, estes resultados devem ser interpretados com ligeireza, tendo em conta as limita\u00e7\u00f5es do estudo, como a utiliza\u00e7\u00e3o de uma interface de texto-chat e a falta de interac\u00e7\u00f5es com doentes do mundo real.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">No entanto, marca um progresso no desenvolvimento de sistemas de IA capazes de conduzir entrevistas m\u00e9dicas e di\u00e1logos de diagn\u00f3stico.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">A IA generativa nos cuidados de sa\u00fade tem sido uma \u00e1rea de enorme sucesso, com modelos <\/span><a href=\"https:\/\/dailyai.com\/pt\/2023\/12\/mit-researchers-identify-new-class-of-antibiotics-using-ai\/\"><span style=\"font-weight: 400;\">localiza\u00e7\u00e3o de novos antibi\u00f3ticos<\/span><\/a><span style=\"font-weight: 400;\">, <\/span><a href=\"https:\/\/dailyai.com\/pt\/2023\/12\/researchers-use-ai-assisted-colonoscopy-process-to-boost-polyp-identification\/\"><span style=\"font-weight: 400;\">melhorar as colonoscopias<\/span><\/a><span style=\"font-weight: 400;\">e <\/span><a href=\"https:\/\/dailyai.com\/pt\/2024\/01\/nvidia-expands-its-offerings-of-drug-discovery-models-through-bionemo\/\"><span style=\"font-weight: 400;\">simula\u00e7\u00e3o de interac\u00e7\u00f5es<\/span><\/a><span style=\"font-weight: 400;\"> entre compostos e processos biol\u00f3gicos.<\/span><\/p>\n<p>Ser\u00e1 que os modelos de IA podem agora tamb\u00e9m adotar fun\u00e7\u00f5es de contacto com os doentes?<\/p>","protected":false},"excerpt":{"rendered":"<p>O sistema de intelig\u00eancia artificial da Google, treinado para conduzir entrevistas m\u00e9dicas, supera os m\u00e9dicos humanos em \u00e1reas relacionadas com a postura ao lado da cama e a precis\u00e3o do diagn\u00f3stico.  Desenvolvido por equipas da DeepMind e da Google Research e atualmente publicado no ArXiv, o chatbot, denominado Articulate Medical Intelligence Explorer (AMIE), destacou-se no diagn\u00f3stico de doen\u00e7as respirat\u00f3rias e cardiovasculares, entre outras.  O chatbot igualou ou mesmo superou os m\u00e9dicos de cuidados prim\u00e1rios certificados na recolha de informa\u00e7\u00f5es sobre os pacientes durante as entrevistas m\u00e9dicas e obteve uma pontua\u00e7\u00e3o mais elevada em termos de empatia. \u00c9 com grande prazer que apresentamos o nosso novo trabalho de investiga\u00e7\u00e3o sobre o AMIE (Articulate Medical Intelligence Explorer), um passo em dire\u00e7\u00e3o \u00e0 IA de diagn\u00f3stico conversacional da @GoogleAI @GoogleHealth @GoogleDeepMindhttps:\/\/t.co\/KIl1cYjgWO pic.twitter.com\/JcPAiNcPgJ - Mike Schaekermann (@HardyShakerman) janeiro<\/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, potentially surpasses human doctors in both bedside manner and diagnostic accuracy.\u00a0\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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