{"id":2011,"date":"2023-06-23T20:50:29","date_gmt":"2023-06-23T20:50:29","guid":{"rendered":"https:\/\/dailyai.com\/?p=2011"},"modified":"2023-06-23T21:22:42","modified_gmt":"2023-06-23T21:22:42","slug":"the-uk-nhs-announces-plans-to-deploy-ai-powered-lung-cancer-diagnosis-tools","status":"publish","type":"post","link":"https:\/\/dailyai.com\/fr\/2023\/06\/the-uk-nhs-announces-plans-to-deploy-ai-powered-lung-cancer-diagnosis-tools\/","title":{"rendered":"Le NHS britannique annonce son intention de d\u00e9ployer des outils de diagnostic du cancer du poumon aliment\u00e9s par l'IA."},"content":{"rendered":"

Le NHS d\u00e9ploie des outils de diagnostic du cancer par l'IA \u00e0 l'\u00e9chelle nationale, d\u00e9montrant ainsi la capacit\u00e9 de la technologie \u00e0 acc\u00e9l\u00e9rer le diagnostic du cancer.<\/b>\u00a0<\/span><\/p>\n

Dans un annonce r\u00e9cente<\/a>Le National Health Service (NHS) du Royaume-Uni utilisera l'IA pour analyser les radiographies dans le cadre d'une initiative de 21 millions de livres sterling visant \u00e0 acc\u00e9l\u00e9rer le diagnostic du cancer et \u00e0 r\u00e9duire les temps d'attente.<\/span><\/p>\n

Les outils de diagnostic m\u00e9dical aliment\u00e9s par l'IA n'ont cess\u00e9 de se renforcer. Tout au long des ann\u00e9es 2010, les mod\u00e8les de vision artificielle (VA) ont d\u00e9montr\u00e9 leur capacit\u00e9 \u00e0 interpr\u00e9ter les scanners m\u00e9dicaux de la m\u00eame mani\u00e8re que les humains. En 2018, des chercheurs de DeepMind, de l'UCL et de l'h\u00f4pital ophtalmologique Moorfields ont d\u00e9montr\u00e9 leur capacit\u00e9 \u00e0 interpr\u00e9ter des scanners m\u00e9dicaux de mani\u00e8re similaire \u00e0 celle des humains. a mis au point un mod\u00e8le d'IA r\u00e9volutionnaire<\/a> de diagnostiquer 50 maladies oculaires aussi pr\u00e9cis\u00e9ment qu'un m\u00e9decin. <\/span><\/p>\n

\u00c0 partir de l\u00e0, l'imagerie m\u00e9dicale et les diagnostics assist\u00e9s par l'IA ont \u00e9volu\u00e9 rapidement, de nombreux mod\u00e8les faisant preuve d'une plus grande pr\u00e9cision que les sp\u00e9cialistes humains.\u00a0<\/span><\/p>\n

Contrairement aux radiologues souvent surcharg\u00e9s, les IA travaillent sans rel\u00e2che, soulageant les \u00e9quipes humaines et leur permettant de fournir des soins et des traitements de meilleure qualit\u00e9.\u00a0<\/span><\/p>\n

Vendredi, le ministre britannique de la sant\u00e9 Steve Barclay <\/span>projets annonc\u00e9s<\/span><\/a> pour d\u00e9ployer des diagnostics m\u00e9dicaux assist\u00e9s par l'IA pour le cancer du poumon avant l'hiver de cette ann\u00e9e. Plus de 20 sites du NHS ont d\u00e9j\u00e0 commenc\u00e9 \u00e0 mettre en \u0153uvre cette technologie, dont les r\u00e9sultats pr\u00e9liminaires indiquent qu'elle pourrait \u00eatre 40 fois plus pr\u00e9cise que les techniques traditionnelles et donner des r\u00e9sultats en moins de 30 secondes. Plus de 600 000 radiographies sont effectu\u00e9es chaque mois en Angleterre.<\/span><\/p>\n

En outre, les h\u00f4pitaux commenceront \u00e0 mettre en \u0153uvre la technologie de l'IA pour le diagnostic des accidents vasculaires c\u00e9r\u00e9braux, ce qui permettra aux patients de recevoir un traitement environ une heure plus t\u00f4t en moyenne et de tripler le taux de gu\u00e9rison.<\/span><\/p>\n

Barclay a d\u00e9clar\u00e9 : \"L'intelligence artificielle transforme d\u00e9j\u00e0 la mani\u00e8re dont nous fournissons les soins de sant\u00e9, et les outils d'intelligence artificielle ont d\u00e9j\u00e0 un impact significatif sur le NHS en diagnostiquant les conditions plus t\u00f4t, ce qui signifie que les gens peuvent \u00eatre trait\u00e9s plus rapidement\".<\/span><\/p>\n

Les autorit\u00e9s sanitaires esp\u00e8rent que l'IA et d'autres technologies aideront le syst\u00e8me de sant\u00e9 britannique \u00e0 r\u00e9duire les retards et la pression sur le personnel.<\/span><\/p>\n

Le directeur m\u00e9dical national du NHS, le professeur Stephen Powis, a ajout\u00e9 : \"Le NHS exploite d\u00e9j\u00e0 les avantages de l'IA dans tout le pays en aidant \u00e0 d\u00e9tecter et \u00e0 traiter plus t\u00f4t les maladies graves, ainsi qu'en g\u00e9rant mieux les listes d'attente afin que les patients puissent \u00eatre vus plus rapidement.\"<\/span><\/p>\n

Comment l'IA est-elle utilis\u00e9e dans les diagnostics m\u00e9dicaux ?<\/span><\/h2>\n

Les r\u00e9seaux neuronaux convolutionnels (CNN) de l'IA, une forme de mod\u00e8le d'apprentissage profond, transforment les diagnostics m\u00e9dicaux. L'interpr\u00e9tation des scanners n'est pas une t\u00e2che facile, et les <\/span>les \u00e9tudes observent les taux d'erreur<\/span><\/a> d'environ 3 \u00e0 5% ou plus lorsque les radiologues sont fatigu\u00e9s ou surcharg\u00e9s.\u00a0<\/span><\/p>\n

Les mod\u00e8les CNN fonctionnent de la m\u00eame mani\u00e8re que les neurones du cerveau humain, discernant les caract\u00e9ristiques fondamentales des scans, telles que les bords ou les textures, et reconnaissant des mod\u00e8les plus complexes, tels que la forme et la taille distinctes des nodules pulmonaires qui pourraient indiquer un cancer.\u00a0<\/span><\/p>\n

L'une des premi\u00e8res avanc\u00e9es majeures dans le domaine de l'imagerie m\u00e9dicale assist\u00e9e par l'IA a \u00e9t\u00e9 la mise au point d'un syst\u00e8me d'imagerie par r\u00e9sonance magn\u00e9tique (IRM). <\/span>Comp\u00e9tition LUNA16 (LUng Nodule Analysis 2016)<\/span><\/a>o\u00f9 les participants ont d\u00e9velopp\u00e9 des m\u00e9thodes d'identification et de diagnostic des cancers du poumon \u00e0 partir d'images radiographiques et tomodensitom\u00e9triques.\u00a0<\/span><\/p>\n

\"AI
Nodules pulmonaires d\u00e9tect\u00e9s par l'IA. Source : Nature<\/a>.<\/figcaption><\/figure>\n

De nombreux algorithmes issus de cette comp\u00e9tition ont \u00e9gal\u00e9, voire d\u00e9pass\u00e9, les capacit\u00e9s de diagnostic de radiologues exp\u00e9riment\u00e9s.<\/span><\/p>\n

Peu apr\u00e8s, la soci\u00e9t\u00e9 DeepMind de Google s'est impos\u00e9e comme l'un des principaux innovateurs dans le domaine de l'imagerie m\u00e9dicale par IA, appliquant la technologie \u00e0 des domaines tels que la d\u00e9tection des maladies oculaires et le d\u00e9pistage du cancer du sein. <\/span>DeepMind's <\/span>Alphafold<\/span><\/a> utilise la mod\u00e9lisation 3D aliment\u00e9e par l'IA pour mieux comprendre le fonctionnement des prot\u00e9ines et acc\u00e9l\u00e9rer la recherche sur le cancer.<\/span><\/p>\n

Aujourd'hui, le NHS esp\u00e8re d\u00e9montrer comment la technologie m\u00e9dicale de pointe en mati\u00e8re d'IA peut \u00eatre d\u00e9ploy\u00e9e dans l'ensemble des syst\u00e8mes de soins de sant\u00e9.\u00a0<\/span><\/p>","protected":false},"excerpt":{"rendered":"

Le NHS d\u00e9ploie des outils de diagnostic du cancer par l'IA \u00e0 l'\u00e9chelle nationale, d\u00e9montrant ainsi la capacit\u00e9 de la technologie \u00e0 acc\u00e9l\u00e9rer le diagnostic du cancer. Le National Health Service (NHS) britannique a r\u00e9cemment annonc\u00e9 qu'il utiliserait l'IA pour analyser les radiographies dans le cadre d'une initiative de 21 millions de livres sterling visant \u00e0 acc\u00e9l\u00e9rer le diagnostic du cancer et \u00e0 r\u00e9duire les d\u00e9lais d'attente. Les outils de diagnostic m\u00e9dical aliment\u00e9s par l'IA n'ont cess\u00e9 de se d\u00e9velopper. Tout au long des ann\u00e9es 2010, les mod\u00e8les de vision artificielle (VA) de l'IA ont d\u00e9montr\u00e9 leur capacit\u00e9 \u00e0 interpr\u00e9ter les scanners m\u00e9dicaux de mani\u00e8re similaire \u00e0 celle des humains. En 2018, des chercheurs de DeepMind, de l'UCL et du Moorfields Eye Hospital ont mis au point un mod\u00e8le d'IA r\u00e9volutionnaire capable de diagnostiquer 50 maladies oculaires avec autant de pr\u00e9cision que l'homme.<\/p>","protected":false},"author":2,"featured_media":2012,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[84],"tags":[166,101],"class_list":["post-2011","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-industry","tag-computer-vision","tag-medtech"],"yoast_head":"\nThe UK NHS announces plans to deploy AI-powered lung cancer diagnosis tools | DailyAI<\/title>\n<meta name=\"description\" content=\"Healthcare providers are rolling out AI technologies nationally, demonstrating the technology\u2019s ability to accelerate cancer diagnosis.\u00a0\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, 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