{"id":1313,"date":"2023-07-31T22:39:01","date_gmt":"2023-07-31T20:39:01","guid":{"rendered":"https:\/\/www.linkidoc.fr\/blog\/2023\/07\/31\/5-questions-sur-lia-generative-dans-le-domaine-de-la-sante\/"},"modified":"2023-07-31T22:39:03","modified_gmt":"2023-07-31T20:39:03","slug":"5-questions-sur-lia-generative-dans-le-domaine-de-la-sante","status":"publish","type":"post","link":"https:\/\/www.linkidoc.fr\/blog\/2023\/07\/31\/5-questions-sur-lia-generative-dans-le-domaine-de-la-sante\/","title":{"rendered":"5 questions sur l’IA g\u00e9n\u00e9rative dans le domaine de la sant\u00e9"},"content":{"rendered":"
\n

3. En quoi l’IA g\u00e9n\u00e9rative diff\u00e8re-t-elle des autres solutions d’IA\/ML\u00a0?<\/h2>\n

L’IA g\u00e9n\u00e9rative se distingue des autres solutions d’IA qui trouvent simplement les informations demand\u00e9es \u00e0 partir de nombreuses sources. En revanche, l’IA g\u00e9n\u00e9rative cr\u00e9e le contenu en fonction de mod\u00e8les pr\u00e9dits glan\u00e9s \u00e0 partir des ensembles de donn\u00e9es de formation.<\/p>\n

Mais avec un grand pouvoir vient aussi une grande responsabilit\u00e9. Le Trustworthy AI Playbook 2021 du minist\u00e8re am\u00e9ricain de la Sant\u00e9 et des Services sociaux a identifi\u00e9 six pr\u00e9occupations principales concernant l’utilisation de l’IA dans les soins de sant\u00e9\u00a0: confidentialit\u00e9 des donn\u00e9es, impartialit\u00e9 et parti pris, transparence des algorithmes, responsabilit\u00e9 et obligation de rendre compte, s\u00e9curit\u00e9 et s\u00e9curit\u00e9 des donn\u00e9es, robustesse et fiabilit\u00e9. r\u00e9sultats.<\/p>\n

Les \u00ab\u00a0hallucinations\u00a0\u00bb, ou les r\u00e9sultats fabriqu\u00e9s et souvent carr\u00e9ment faux, ont d\u00e9j\u00e0 fait la une des journaux et ont incit\u00e9 les entreprises \u00e0 consid\u00e9rer l’IA g\u00e9n\u00e9rative avec plus de prudence. Les gens ont remarqu\u00e9 que deux avocats ont \u00e9t\u00e9 sanctionn\u00e9s pour avoir utilis\u00e9 ChatGPT pour r\u00e9diger un m\u00e9moire \u2013 qui s’appuyait sur une jurisprudence qui n’existait tout simplement pas. <\/p>\n

Dans le domaine de la sant\u00e9, les enjeux sont encore plus importants : les hallucinations peuvent \u00eatre au mieux inefficaces et au pire mortelles. <\/p>\n<\/p>\n

4. Quels sont les cas d’utilisation potentiels de l’IA g\u00e9n\u00e9rative dans les soins de sant\u00e9\u00a0?<\/h2>\n

\u00c0 ce jour, l’IA g\u00e9n\u00e9rative a \u00e9t\u00e9 utilis\u00e9e pour aider \u00e0 automatiser les t\u00e2ches banales de documentation des dossiers m\u00e9dicaux, de g\u00e9n\u00e9ration d’instructions pour les patients, de facturation et de codage. De plus, en 2022, la FDA a approuv\u00e9 des dispositifs m\u00e9dicaux d’IA qui appartenaient en grande partie \u00e0 de vastes cat\u00e9gories d’outils d’imagerie m\u00e9dicale et de diagnostic assist\u00e9s par IA et de logiciels de plan de sant\u00e9 personnalis\u00e9s.<\/p>\n

Au fur et \u00e0 mesure que les outils d’IA s’am\u00e9liorent et que la confiance s’approfondit, la sph\u00e8re d’influence passera des t\u00e2ches routini\u00e8res qui tournent autour des soins de sant\u00e9 aux fonctions essentielles qui constituent les soins de sant\u00e9\u00a0: d\u00e9couvrir et d\u00e9velopper des m\u00e9dicaments, pr\u00e9venir les interventions chirurgicales inutiles et cr\u00e9er des \u00ab\u00a0patients\u00a0\u00bb synth\u00e9tiques \u00e0 des fins de formation.<\/p>\n

Alors que les outils d’IA g\u00e9n\u00e9rative jouent d\u00e9j\u00e0 un r\u00f4le dans de tels cas d’utilisation, leurs r\u00f4les deviendront plus typiques et m\u00eame attendus \u00e0 mesure que les mod\u00e8les deviendront encore plus sophistiqu\u00e9s. <\/p>\n<\/p>\n

5. Comment l’IA g\u00e9n\u00e9rative peut-elle \u00eatre int\u00e9gr\u00e9e dans un environnement de soins de sant\u00e9\u00a0?<\/h2>\n

En l’absence d’un cadre juridique et \u00e9thique clair qui promeut l’ensemble des avantages de l’IA g\u00e9n\u00e9rative dans l’\u00e9cosyst\u00e8me de la sant\u00e9, le plein potentiel de la technologie ne peut \u00eatre atteint.<\/p>\n

Aujourd’hui, les applications de soins de sant\u00e9 bas\u00e9es sur l’IA jouent prudemment les r\u00f4les administratifs et de soutien du syst\u00e8me de prestation. Mais le v\u00e9ritable potentiel r\u00e9side dans le passage des outils technologiques des instruments d’assistance aux principaux instruments de soins m\u00e9dicaux. Pour int\u00e9grer ces outils dans l’environnement des soins de sant\u00e9, il doit y avoir un cadre qui aborde les questions \u00e9thiques et juridiques difficiles. Qui exercera la m\u00e9decine : le m\u00e9decin ou la machine ? Quel r\u00f4le les gouvernements devraient-ils jouer pour garantir la s\u00e9curit\u00e9, l’impartialit\u00e9 et la responsabilit\u00e9\u00a0?<\/p>\n

Ce manque de clart\u00e9 est peut-\u00eatre le r\u00e9sultat de la nature profonde et en constante \u00e9volution de la technologie, qui ne se pr\u00eate pas \u00e0 un ensemble unique et complet de lois sp\u00e9cifiques \u00e0 la technologie elle-m\u00eame. Au lieu de cela, nous devrions nous attendre \u00e0 voir ces lois et r\u00e9glementations qui s’appliquent au domaine de la sant\u00e9 traditionnel s’adapter et changer pour r\u00e9soudre les nouveaux probl\u00e8mes soulev\u00e9s par la technologie de l’IA g\u00e9n\u00e9rative. L’environnement des soins de sant\u00e9 d\u00e9j\u00e0 complexe et hautement r\u00e9glement\u00e9 devra \u00eatre r\u00e9organis\u00e9 avec intention et cr\u00e9ativit\u00e9 pour progresser \u00e0 la vitesse des donn\u00e9es.<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"

3. En quoi l’IA g\u00e9n\u00e9rative diff\u00e8re-t-elle des autres solutions d’IA\/ML\u00a0? L’IA g\u00e9n\u00e9rative se distingue des autres solutions d’IA qui trouvent<\/p>\n","protected":false},"author":1,"featured_media":1314,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[34,413,1621,68,131,44,38],"class_list":["post-1313","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-non-classe","tag-dans","tag-domaine","tag-generative","tag-lia","tag-questions","tag-sante","tag-sur","generate-columns","tablet-grid-50","mobile-grid-100","grid-parent","grid-50"],"yoast_head":"\n5 questions sur l'IA g\u00e9n\u00e9rative dans le domaine de la sant\u00e9 - Blog Linkidoc : consultant e-sant\u00e9<\/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:\/\/www.linkidoc.fr\/blog\/2023\/07\/31\/5-questions-sur-lia-generative-dans-le-domaine-de-la-sante\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"5 questions sur l'IA g\u00e9n\u00e9rative dans le domaine de la sant\u00e9 - Blog Linkidoc : consultant e-sant\u00e9\" \/>\n<meta property=\"og:description\" content=\"3. 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