{"id":29354,"date":"2025-11-19T14:05:33","date_gmt":"2025-11-19T14:05:33","guid":{"rendered":"https:\/\/intelsan.fr\/?post_type=product&#038;p=29354"},"modified":"2025-11-19T15:36:14","modified_gmt":"2025-11-19T15:36:14","slug":"panorama-2025-des-llm-en-oncologie-modeles-acteurs-usages-cliniques-defis-ai-safety","status":"publish","type":"product","link":"https:\/\/intelsan.fr\/index.php\/produit\/panorama-2025-des-llm-en-oncologie-modeles-acteurs-usages-cliniques-defis-ai-safety\/","title":{"rendered":"Panorama 2025 des LLM en Oncologie : Mod\u00e8les, Acteurs, Usages Cliniques &#038; D\u00e9fis AI Safety"},"content":{"rendered":"<p data-start=\"1715\" data-end=\"2153\">Les mod\u00e8les de langage (LLM) transforment d\u00e9j\u00e0 la canc\u00e9rologie : aide \u00e0 la d\u00e9cision, annotation, documentation clinique, structuration automatique des dossiers, optimisation des RCP, g\u00e9n\u00e9ration de r\u00e9sum\u00e9s, extraction codifi\u00e9e, support aux essais cliniques\u2026<br data-start=\"1971\" data-end=\"1974\" \/>Mais <strong data-start=\"1979\" data-end=\"2041\">quelles technologies tiennent r\u00e9ellement leurs promesses ?<\/strong><br data-start=\"2041\" data-end=\"2044\" \/>Quels acteurs sont r\u00e9ellement actifs ?<br data-start=\"2082\" data-end=\"2085\" \/>Quels cas d\u2019usage ont d\u00e9j\u00e0 fait leurs preuves en pratique clinique ?<\/p>\n<p data-start=\"2155\" data-end=\"2420\">Cette \u00e9tude propose un <strong data-start=\"2178\" data-end=\"2254\">panorama complet et structur\u00e9 de l\u2019usage des LLM en canc\u00e9rologie en 2025<\/strong>, fond\u00e9 sur une revue approfondie des publications scientifiques r\u00e9centes, des communiqu\u00e9s industriels, des pr\u00e9publications (arXiv) et des r\u00e9glementations \u00e9mergentes.<\/p>\n<p data-start=\"2422\" data-end=\"2442\">Vous y trouverez :<\/p>\n<ul data-start=\"2443\" data-end=\"2892\">\n<li data-start=\"2443\" data-end=\"2536\">\n<p data-start=\"2445\" data-end=\"2536\">une analyse rigoureuse des mod\u00e8les et architectures les plus pertinentes en canc\u00e9rologie,<\/p>\n<\/li>\n<li data-start=\"2537\" data-end=\"2612\">\n<p data-start=\"2539\" data-end=\"2612\">une cartographie internationale des acteurs industriels et acad\u00e9miques,<\/p>\n<\/li>\n<li data-start=\"2613\" data-end=\"2678\">\n<p data-start=\"2615\" data-end=\"2678\">les cas d\u2019usage cliniques prioritaires r\u00e9ellement adoptables,<\/p>\n<\/li>\n<li data-start=\"2679\" data-end=\"2801\">\n<p data-start=\"2681\" data-end=\"2801\">les limites, risques et contraintes sp\u00e9cifiques au domaine oncologique (IA Safety, interpr\u00e9tabilit\u00e9, biais, s\u00e9curit\u00e9),<\/p>\n<\/li>\n<li data-start=\"2802\" data-end=\"2892\">\n<p data-start=\"2804\" data-end=\"2892\">des recommandations actionnables pour les acteurs hospitaliers, startups et industriels.<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"2894\" data-end=\"3038\"><strong data-start=\"2894\" data-end=\"3038\">Objectif : fournir une compr\u00e9hension claire, fiable et imm\u00e9diatement utile de ce que permettent r\u00e9ellement les LLM dans l\u2019oncologie en 2025.<\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Les mod\u00e8les de langage (LLM) transforment d\u00e9j\u00e0 la canc\u00e9rologie : aide \u00e0 la d\u00e9cision, annotation, documentation clinique, structuration automatique des<\/p>\n","protected":false},"featured_media":29356,"comment_status":"closed","ping_status":"closed","template":"","meta":[],"product_brand":[],"product_cat":[77,79,78],"product_tag":[81,82,83,80],"class_list":{"0":"post-29354","1":"product","2":"type-product","3":"status-publish","4":"has-post-thumbnail","6":"product_cat-etude-strategique","7":"product_cat-mapping-dacteurs","8":"product_cat-panorama-technologique","9":"product_tag-ia-generative","10":"product_tag-llm","11":"product_tag-medecine","12":"product_tag-oncologie","14":"first","15":"instock","16":"virtual","17":"purchasable","18":"product-type-simple"},"jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/intelsan.fr\/index.php\/wp-json\/wp\/v2\/product\/29354","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/intelsan.fr\/index.php\/wp-json\/wp\/v2\/product"}],"about":[{"href":"https:\/\/intelsan.fr\/index.php\/wp-json\/wp\/v2\/types\/product"}],"replies":[{"embeddable":true,"href":"https:\/\/intelsan.fr\/index.php\/wp-json\/wp\/v2\/comments?post=29354"}],"version-history":[{"count":3,"href":"https:\/\/intelsan.fr\/index.php\/wp-json\/wp\/v2\/product\/29354\/revisions"}],"predecessor-version":[{"id":29358,"href":"https:\/\/intelsan.fr\/index.php\/wp-json\/wp\/v2\/product\/29354\/revisions\/29358"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/intelsan.fr\/index.php\/wp-json\/wp\/v2\/media\/29356"}],"wp:attachment":[{"href":"https:\/\/intelsan.fr\/index.php\/wp-json\/wp\/v2\/media?parent=29354"}],"wp:term":[{"taxonomy":"product_brand","embeddable":true,"href":"https:\/\/intelsan.fr\/index.php\/wp-json\/wp\/v2\/product_brand?post=29354"},{"taxonomy":"product_cat","embeddable":true,"href":"https:\/\/intelsan.fr\/index.php\/wp-json\/wp\/v2\/product_cat?post=29354"},{"taxonomy":"product_tag","embeddable":true,"href":"https:\/\/intelsan.fr\/index.php\/wp-json\/wp\/v2\/product_tag?post=29354"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}