{"id":2599,"date":"2023-07-17T19:35:31","date_gmt":"2023-07-17T19:35:31","guid":{"rendered":"https:\/\/dailyai.com\/?p=2599"},"modified":"2023-07-17T22:06:29","modified_gmt":"2023-07-17T22:06:29","slug":"google-develops-ai-system-to-enhance-the-accuracy-of-ai-medical-diagnostics","status":"publish","type":"post","link":"https:\/\/dailyai.com\/it\/2023\/07\/google-develops-ai-system-to-enhance-the-accuracy-of-ai-medical-diagnostics\/","title":{"rendered":"Google sviluppa un sistema per migliorare l'accuratezza della diagnostica medica AI"},"content":{"rendered":"<p><b>L'intelligenza artificiale si sta rivelando eccezionalmente utile per diagnosticare malattie da immagini mediche, come le radiografie, su larga scala. Tuttavia, gli strumenti di IA non sono sempre in grado di riconoscere le proprie imprecisioni.\u00a0<\/b><\/p>\n<p><span style=\"font-weight: 400;\">In risposta, Google ha sviluppato un nuovo sistema di intelligenza artificiale chiamato Complementarity-driven Deferral-to-Clinical Workflow (CoDoC), in grado di discernere quando fidarsi delle diagnosi basate sull'intelligenza artificiale e chiedere un secondo parere a un medico umano.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Secondo <\/span><a href=\"https:\/\/www.nature.com\/articles\/s41591-023-02437-x\"><span style=\"font-weight: 400;\">lo studio<\/span><\/a><span style=\"font-weight: 400;\">CoDoC riduce il carico di lavoro dell'analisi dei dati delle scansioni mediche di 66%, ma rileva anche quando una decisione dell'intelligenza artificiale \u00e8 potenzialmente sbagliata, riducendo i falsi positivi di 25%.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">CoDoC lavora in parallelo con i sistemi di intelligenza artificiale esistenti, tipicamente utilizzati per interpretare immagini mediche come radiografie del torace o mammografie.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Ad esempio, se uno strumento di intelligenza artificiale sta interpretando una mammografia, la CoDoC valuta se la fiducia percepita dallo strumento nella sua analisi \u00e8 abbastanza forte da potervi fare affidamento. In caso di ambiguit\u00e0, la CoDoC richiede un secondo parere a un esperto umano.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Ecco come funziona:\u00a0<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Per addestrare CoDoC, Google ha preso i dati dagli strumenti di intelligenza artificiale clinica esistenti e li ha confrontati con l'interpretazione delle stesse immagini da parte di un medico umano. Il modello \u00e8 stato ulteriormente convalidato con la post-analisi dei dati tramite biopsia o altri metodi.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Questo processo consente alla CoDoC di apprendere e comprendere l'accuratezza dell'analisi e dei livelli di confidenza di uno strumento di IA rispetto ai medici umani.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Una volta addestrato, il CoDoC pu\u00f2 giudicare se l'analisi delle scansioni da parte dell'IA \u00e8 affidabile o se \u00e8 necessaria una revisione umana.\u00a0<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Alan Karthikesalingam di Google Health UK, che ha partecipato alla ricerca, <a href=\"https:\/\/www.newscientist.com\/article\/2382756-google-ai-helps-doctors-decide-whether-to-trust-diagnoses-made-by-ai\/\">detto<\/a>Se si utilizza CoDoC insieme allo strumento AI e ai risultati di un radiologo reale, e CoDoC aiuta a decidere quale parere utilizzare, l'accuratezza risultante \u00e8 migliore rispetto alla persona o allo strumento AI da soli\".<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Ulteriori test di CoDoC sono stati condotti utilizzando diversi set di dati mammografici e radiografici per lo screening della tubercolosi con vari sistemi di intelligenza artificiale predittiva, ottenendo risultati positivi.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Krishnamurthy Dvijotham di Google DeepMind ha osservato: \"Il vantaggio di CoDoC \u00e8 che \u00e8 interoperabile con una variet\u00e0 di sistemi di IA proprietari\".<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Tuttavia, Helen Salisbury dell'Universit\u00e0 di Oxford sottolinea che alcuni processi diagnostici medici sono pi\u00f9 complessi di quelli con cui \u00e8 stato testato il CoDoC. Dice: \"Per i sistemi in cui non si ha la possibilit\u00e0 di influenzare, post-hoc, ci\u00f2 che esce dalla scatola nera, sembra una buona idea aggiungere l'apprendimento automatico. Non so se questo avvicini l'IA che sar\u00e0 con noi tutto il giorno, tutti i giorni, per il nostro lavoro di routine\".<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Come sottolineato dai ricercatori, l'interoperabilit\u00e0 di CoDoC consente di inserirlo in diversi flussi di lavoro diagnostici. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">A<\/span><span style=\"font-weight: 400;\">I sistemi I possono collaborare con i sistemi AI per migliorare la loro precisione. Come dice il proverbio, quattro occhi vedono pi\u00f9 di due. <\/span><\/p>","protected":false},"excerpt":{"rendered":"<p>L'intelligenza artificiale si sta rivelando eccezionalmente utile per diagnosticare malattie da immagini mediche, come le radiografie, su larga scala. Tuttavia, gli strumenti di IA non sono sempre in grado di riconoscere le proprie imprecisioni.  In risposta, Google ha sviluppato un nuovo sistema di intelligenza artificiale chiamato Complementarity-driven Deferral-to-Clinical Workflow (CoDoC), in grado di discernere quando fidarsi delle diagnosi basate sull'intelligenza artificiale e richiedere un secondo parere da parte di un medico umano.  Secondo lo studio, CoDoC riduce il carico di lavoro dell'analisi dei dati delle scansioni mediche di 66%, ma rileva anche quando una decisione dell'IA \u00e8 potenzialmente sbagliata, riducendo i falsi positivi di 25%.  CoDoC lavora in parallelo con i sistemi di intelligenza artificiale esistenti.<\/p>","protected":false},"author":2,"featured_media":2600,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[84],"tags":[203,147,102,101],"class_list":["post-2599","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-industry","tag-biotech","tag-deepmind","tag-google","tag-medtech"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Google develops system to enhance the accuracy of AI medical diagnostics | DailyAI<\/title>\n<meta name=\"description\" content=\"AI is proving exceptionally useful for diagnosing diseases from medical images, such as X-rays, at scale. However, AI tools aren\u2019t always able to recognize when they could be inaccurate.\u00a0\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/dailyai.com\/it\/2023\/07\/google-develops-ai-system-to-enhance-the-accuracy-of-ai-medical-diagnostics\/\" \/>\n<meta property=\"og:locale\" content=\"it_IT\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Google develops system to enhance the accuracy of AI medical diagnostics | DailyAI\" \/>\n<meta property=\"og:description\" content=\"AI is proving exceptionally useful for diagnosing diseases from medical images, such as X-rays, at scale. However, AI tools aren\u2019t always able to recognize when they could be inaccurate.\u00a0\" \/>\n<meta property=\"og:url\" content=\"https:\/\/dailyai.com\/it\/2023\/07\/google-develops-ai-system-to-enhance-the-accuracy-of-ai-medical-diagnostics\/\" \/>\n<meta property=\"og:site_name\" content=\"DailyAI\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-17T19:35:31+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2023-07-17T22:06:29+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/dailyai.com\/wp-content\/uploads\/2023\/07\/shutterstock_2269953445.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1000\" \/>\n\t<meta property=\"og:image:height\" content=\"667\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Sam Jeans\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@DailyAIOfficial\" \/>\n<meta name=\"twitter:site\" content=\"@DailyAIOfficial\" \/>\n<meta name=\"twitter:label1\" content=\"Scritto da\" \/>\n\t<meta name=\"twitter:data1\" content=\"Sam Jeans\" \/>\n\t<meta name=\"twitter:label2\" content=\"Tempo di lettura stimato\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minuti\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"NewsArticle\",\"@id\":\"https:\\\/\\\/dailyai.com\\\/2023\\\/07\\\/google-develops-ai-system-to-enhance-the-accuracy-of-ai-medical-diagnostics\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/dailyai.com\\\/2023\\\/07\\\/google-develops-ai-system-to-enhance-the-accuracy-of-ai-medical-diagnostics\\\/\"},\"author\":{\"name\":\"Sam Jeans\",\"@id\":\"https:\\\/\\\/dailyai.com\\\/#\\\/schema\\\/person\\\/711e81f945549438e8bbc579efdeb3c9\"},\"headline\":\"Google develops system to enhance the accuracy of AI medical diagnostics\",\"datePublished\":\"2023-07-17T19:35:31+00:00\",\"dateModified\":\"2023-07-17T22:06:29+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/dailyai.com\\\/2023\\\/07\\\/google-develops-ai-system-to-enhance-the-accuracy-of-ai-medical-diagnostics\\\/\"},\"wordCount\":461,\"publisher\":{\"@id\":\"https:\\\/\\\/dailyai.com\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/dailyai.com\\\/2023\\\/07\\\/google-develops-ai-system-to-enhance-the-accuracy-of-ai-medical-diagnostics\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/dailyai.com\\\/wp-content\\\/uploads\\\/2023\\\/07\\\/shutterstock_2269953445.jpg\",\"keywords\":[\"Biotech\",\"DeepMind\",\"Google\",\"MedTech\"],\"articleSection\":[\"Industry\"],\"inLanguage\":\"it-IT\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/dailyai.com\\\/2023\\\/07\\\/google-develops-ai-system-to-enhance-the-accuracy-of-ai-medical-diagnostics\\\/\",\"url\":\"https:\\\/\\\/dailyai.com\\\/2023\\\/07\\\/google-develops-ai-system-to-enhance-the-accuracy-of-ai-medical-diagnostics\\\/\",\"name\":\"Google develops system to enhance the accuracy of AI medical diagnostics | DailyAI\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/dailyai.com\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/dailyai.com\\\/2023\\\/07\\\/google-develops-ai-system-to-enhance-the-accuracy-of-ai-medical-diagnostics\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/dailyai.com\\\/2023\\\/07\\\/google-develops-ai-system-to-enhance-the-accuracy-of-ai-medical-diagnostics\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/dailyai.com\\\/wp-content\\\/uploads\\\/2023\\\/07\\\/shutterstock_2269953445.jpg\",\"datePublished\":\"2023-07-17T19:35:31+00:00\",\"dateModified\":\"2023-07-17T22:06:29+00:00\",\"description\":\"AI is proving exceptionally useful for diagnosing diseases from medical images, such as X-rays, at scale. 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