{"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\/it\/2024\/01\/google-research-healthcare-llm-excels-doctors-in-key-areas\/","title":{"rendered":"Google Research healthcare LLM eccelle sui medici in aree chiave"},"content":{"rendered":"<p><b>Il sistema di intelligenza artificiale di Google, addestrato a condurre interviste mediche, supera i medici umani nelle aree relative al comportamento al letto e all'accuratezza diagnostica.\u00a0<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Sviluppata dai team di DeepMind e Google Research e attualmente <\/span><a href=\"https:\/\/arxiv.org\/pdf\/2401.05654.pdf\"><span style=\"font-weight: 400;\">pubblicato su ArXiv<\/span><\/a><span style=\"font-weight: 400;\">Il chatbot, chiamato Articulate Medical Intelligence Explorer (AMIE), si \u00e8 distinto nella diagnosi di patologie respiratorie e cardiovascolari, tra le altre.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Ha eguagliato o addirittura superato i medici di base certificati nel raccogliere informazioni sui pazienti durante i colloqui medici e ha ottenuto punteggi pi\u00f9 alti in termini di empatia.<\/span><\/p>\n<blockquote class=\"twitter-tweet\">\n<p dir=\"ltr\" lang=\"en\">Siamo lieti di presentare il nostro nuovo documento di ricerca su AMIE (Articulate Medical Intelligence Explorer), un passo avanti verso l'IA diagnostica conversazionale. <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 gennaio 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;\">Una delle sfide principali nello sviluppo di AMIE \u00e8 stata la scarsit\u00e0 di conversazioni mediche reali per i dati di addestramento.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Per ovviare a questo problema, il team di Google Health, che comprende il ricercatore di intelligenza artificiale Vivek Natarajan, ha creato un metodo che consente al chatbot di impegnarsi in \"conversazioni\" simulate.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">L'intelligenza artificiale \u00e8 stata addestrata a interpretare i ruoli di un paziente, di un medico empatico e di un critico che valuta l'interazione medico-paziente.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Nei test che hanno coinvolto 20 attori addestrati a simulare i pazienti e 20 medici certificati, AMIE ha costantemente eguagliato o superato l'accuratezza diagnostica dei medici in sei specialit\u00e0 mediche.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Ha superato i medici in 24 dei 26 criteri di qualit\u00e0 della conversazione, come la cortesia e la spiegazione di condizioni e trattamenti.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Alan Karthikesalingam, ricercatore clinico presso Google Health a Londra e coautore dello studio, ha osservato: \"A nostra conoscenza, questa \u00e8 la prima volta che un sistema di IA conversazionale \u00e8 stato progettato in modo ottimale per il dialogo diagnostico e la raccolta della storia clinica\".\u00a0<\/span><\/p>\n<blockquote class=\"twitter-tweet\">\n<p dir=\"ltr\" lang=\"en\">Siamo lieti di presentare AMIE (Articulate Medical Intelligence Explorer), il nostro LLM di ricerca per le conversazioni diagnostiche. AMIE ha superato i medici di base nella qualit\u00e0 della conversazione e nell'accuratezza diagnostica in uno studio randomizzato in stile \"OSCE virtuale\". Preprint \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 gennaio 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;\">Tuttavia, Karthikesalingam sottolinea che l'AMIE rimane sperimentale e non \u00e8 stata testata su pazienti reali, ma solo su attori che ritraggono condizioni mediche fittizie ma plausibili.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">Come ha funzionato lo studio<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Lo studio intitolato \"Towards Conversational Diagnostic AI\" presenta AMIE, un LLM progettato per le interazioni medico-diagnostiche.\u00a0<\/span><\/p>\n<p>Ecco ulteriori informazioni su come funziona:<\/p>\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Sviluppo di AMIE<\/b><span style=\"font-weight: 400;\">: Articulate Medical Intelligence Explorer (AMIE) \u00e8 un sistema di intelligenza artificiale basato su un Large Language Model (LLM) creato da Google. \u00c8 ottimizzato per il dialogo diagnostico in contesti medici. AMIE \u00e8 stato progettato per emulare il complesso processo di raccolta dell'anamnesi clinica e di ragionamento diagnostico.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Formazione al dialogo simulato<\/b><span style=\"font-weight: 400;\">: I ricercatori hanno sviluppato un nuovo ambiente di simulazione di gioco autonomo a causa della mancanza di conversazioni mediche reali per la formazione. Ci\u00f2 ha permesso all'AMIE di impegnarsi in dialoghi simulati, interpretando diversi ruoli (paziente, medico, critico) per migliorare l'apprendimento. Questi dialoghi coprivano una serie di condizioni mediche, specialit\u00e0 e contesti.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Strategia di perfezionamento dell'istruzione e catena di ragionamento<\/b><span style=\"font-weight: 400;\">: AMIE \u00e8 stato sottoposto a una messa a punto delle istruzioni utilizzando vari insiemi di dati del mondo reale, tra cui risposte a domande mediche, ragionamenti, sintesi e dati di dialogo. Una strategia di ragionamento a catena prevedeva l'analisi delle informazioni sul paziente, la formulazione di risposte e azioni e il perfezionamento delle risposte in base alla conversazione in corso.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Studio sull'esame clinico strutturato obiettivo (OSCE) a distanza<\/b><span style=\"font-weight: 400;\">: I ricercatori hanno condotto uno studio crossover randomizzato, in doppio cieco, confrontando l'AMIE con i medici di base (PCP). Lo studio ha utilizzato consultazioni basate su testo con 149 pazienti simulati, interpretati da attori, che hanno affrontato diversi scenari clinici. Sia i medici specialisti che i pazienti attori hanno valutato le prestazioni dell'AMIE e dei PCP.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Valutazione e risultati<\/b><span style=\"font-weight: 400;\">: La valutazione si \u00e8 concentrata sull'accuratezza diagnostica, sul ragionamento gestionale, sulle capacit\u00e0 di comunicazione e sull'empatia. L'AMIE ha dimostrato prestazioni superiori rispetto ai PCP in diverse aree, tra cui l'accuratezza diagnostica e l'empatia.\u00a0<\/span><\/li>\n<\/ol>\n<p><span style=\"font-weight: 400;\">I ricercatori avvertono che questi risultati devono essere interpretati con leggerezza, per il momento, e sottolineano i limiti dello studio, come l'uso di un'interfaccia di chat testuale e la mancanza di interazioni con i pazienti nel mondo reale.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Tuttavia, segna un progresso verso lo sviluppo di sistemi di intelligenza artificiale in grado di condurre colloqui medici e dialoghi diagnostici.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">L'IA generativa nell'assistenza sanitaria \u00e8 stata un'area di enorme successo, con modelli che hanno avuto successo <\/span><a href=\"https:\/\/dailyai.com\/it\/2023\/12\/mit-researchers-identify-new-class-of-antibiotics-using-ai\/\"><span style=\"font-weight: 400;\">individuare nuovi antibiotici<\/span><\/a><span style=\"font-weight: 400;\">, <\/span><a href=\"https:\/\/dailyai.com\/it\/2023\/12\/researchers-use-ai-assisted-colonoscopy-process-to-boost-polyp-identification\/\"><span style=\"font-weight: 400;\">migliorare le colonscopie<\/span><\/a><span style=\"font-weight: 400;\">, e <\/span><a href=\"https:\/\/dailyai.com\/it\/2024\/01\/nvidia-expands-its-offerings-of-drug-discovery-models-through-bionemo\/\"><span style=\"font-weight: 400;\">simulare le interazioni<\/span><\/a><span style=\"font-weight: 400;\"> tra composti e processi biologici.<\/span><\/p>\n<p>I modelli di IA potrebbero ora adottare anche ruoli rivolti al paziente?<\/p>","protected":false},"excerpt":{"rendered":"<p>Il sistema di intelligenza artificiale di Google, addestrato a condurre colloqui medici, supera i medici umani nelle aree relative al comportamento a letto e all'accuratezza diagnostica.  Sviluppato dai team di DeepMind e Google Research e attualmente pubblicato su ArXiv, il chatbot, chiamato Articulate Medical Intelligence Explorer (AMIE), ha eccelso nella diagnosi di patologie respiratorie e cardiovascolari, tra le altre.  Ha eguagliato o addirittura superato i medici di base certificati nella raccolta di informazioni sui pazienti durante i colloqui medici e ha ottenuto punteggi pi\u00f9 alti in termini di empatia. Siamo lieti di presentare il nostro nuovo documento di ricerca su AMIE (Articulate Medical Intelligence Explorer), un passo avanti verso l'IA diagnostica conversazionale di @GoogleAI @GoogleHealth @GoogleDeepMindhttps:\/\/t.co\/KIl1cYjgWO pic.twitter.com\/JcPAiNcPgJ - Mike Schaekermann (@HardyShakerman) Gennaio<\/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 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