{"id":4417,"date":"2026-09-24T09:00:00","date_gmt":"2026-09-24T07:00:00","guid":{"rendered":"https:\/\/wp.unil.ch\/iaunil\/?p=4417"},"modified":"2026-09-30T09:00:47","modified_gmt":"2026-09-30T07:00:47","slug":"au-chuv-les-petits-modeles-de-langage-testes-sur-des-donnees-cliniques-en-francais","status":"publish","type":"post","link":"https:\/\/wp.unil.ch\/iaunil\/au-chuv-les-petits-modeles-de-langage-testes-sur-des-donnees-cliniques-en-francais\/","title":{"rendered":"Au CHUV, les petits mod\u00e8les de langage test\u00e9s sur des donn\u00e9es cliniques en fran\u00e7ais"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">Le Biomedical Data Science Center du CHUV, avec des \u00e9quipes de maladies infectieuses, d\u2019oncologie, de m\u00e9decine interne, de neurosciences cliniques et d\u2019informatique clinique, a \u00e9valu\u00e9 six petits mod\u00e8les de langage open source (de 8 \u00e0 24 milliards de param\u00e8tres) sur des donn\u00e9es cliniques francophones d\u00e9-identifi\u00e9es du CHUV. Sept t\u00e2ches ont \u00e9t\u00e9 test\u00e9es, de l\u2019extraction d\u2019informations \u00e0 l\u2019aide \u00e0 la d\u00e9cision clinique.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Llama 3.1 et Mistral Small obtiennent des performances proches de la perfection pour extraire des informations. Pour identifier des donn\u00e9es personnelles, ils sont nettement moins performants que RoBERTa, un mod\u00e8le sp\u00e9cialis\u00e9, et l\u2019un des mod\u00e8les a introduit des informations inexistantes dans plus de la moiti\u00e9 des traductions de lettres de sortie. Sur les t\u00e2ches complexes, les \u00e9valuations vont de neutres \u00e0 insatisfaisantes. L\u2019\u00e9tude est publi\u00e9e dans le Journal of Medical Internet Research.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.chuv.ch\/fr\/actualites\/actualite\/news_actu_1170\/les-petits-modeles-de-langage-a-lepreuve-du-terrain-clinique-au-chuv\">https:\/\/www.chuv.ch\/fr\/actualites\/actualite\/news_actu_1170\/les-petits-modeles-de-langage-a-lepreuve-du-terrain-clinique-au-chuv<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Le Biomedical Data Science Center du CHUV, avec des \u00e9quipes de maladies infectieuses, d\u2019oncologie, de m\u00e9decine interne, de neurosciences cliniques et d\u2019informatique clinique, a \u00e9valu\u00e9 six petits mod\u00e8les de langage open source (de 8 \u00e0 24 milliards de param\u00e8tres) sur des donn\u00e9es cliniques francophones d\u00e9-identifi\u00e9es du CHUV. Sept t\u00e2ches ont \u00e9t\u00e9 test\u00e9es, de l\u2019extraction d\u2019informations [&hellip;]<\/p>\n","protected":false},"author":1002618,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_seopress_titles_title":"","_seopress_titles_desc":"","_seopress_robots_index":"","_seopress_robots_follow":"","_seopress_robots_imageindex":"","_seopress_robots_snippet":"","_seopress_robots_primary_cat":"","_seopress_robots_breadcrumbs":"","_seopress_robots_freeze_modified_date":"","_seopress_robots_custom_modified_date":"","_seopress_robots_canonical":"","_seopress_social_fb_title":"","_seopress_social_fb_desc":"","_seopress_social_fb_img":"","_seopress_social_fb_img_attachment_id":0,"_seopress_social_fb_img_width":0,"_seopress_social_fb_img_height":0,"_seopress_social_twitter_title":"","_seopress_social_twitter_desc":"","_seopress_social_twitter_img":"","_seopress_social_twitter_img_attachment_id":0,"_seopress_social_twitter_img_width":0,"_seopress_social_twitter_img_height":0,"_seopress_redirections_value":"","_seopress_redirections_enabled":"","_seopress_redirections_enabled_regex":"","_seopress_redirections_logged_status":"","_seopress_redirections_param":"","_seopress_redirections_type":0,"_seopress_analysis_target_kw":"","_seopress_news_disabled":"","_seopress_video_disabled":"","_seopress_video":[],"_seopress_pro_schemas_manual":[],"_seopress_pro_rich_snippets_disable_all":"","_seopress_pro_rich_snippets_disable":[],"_seopress_pro_schemas":[],"footnotes":""},"categories":[24],"tags":[],"class_list":["post-4417","post","type-post","status-publish","format-standard","category-actualites"],"_links":{"self":[{"href":"https:\/\/wp.unil.ch\/iaunil\/wp-json\/wp\/v2\/posts\/4417","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wp.unil.ch\/iaunil\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/wp.unil.ch\/iaunil\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/wp.unil.ch\/iaunil\/wp-json\/wp\/v2\/users\/1002618"}],"replies":[{"embeddable":true,"href":"https:\/\/wp.unil.ch\/iaunil\/wp-json\/wp\/v2\/comments?post=4417"}],"version-history":[{"count":2,"href":"https:\/\/wp.unil.ch\/iaunil\/wp-json\/wp\/v2\/posts\/4417\/revisions"}],"predecessor-version":[{"id":4419,"href":"https:\/\/wp.unil.ch\/iaunil\/wp-json\/wp\/v2\/posts\/4417\/revisions\/4419"}],"wp:attachment":[{"href":"https:\/\/wp.unil.ch\/iaunil\/wp-json\/wp\/v2\/media?parent=4417"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/wp.unil.ch\/iaunil\/wp-json\/wp\/v2\/categories?post=4417"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/wp.unil.ch\/iaunil\/wp-json\/wp\/v2\/tags?post=4417"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}