{"id":2809,"date":"2026-03-14T21:23:49","date_gmt":"2026-03-14T21:23:49","guid":{"rendered":"https:\/\/rigenerai.com\/non-categorise\/modele-predictif-des-admissions-aux-urgences\/"},"modified":"2026-03-17T21:06:25","modified_gmt":"2026-03-17T21:06:25","slug":"modele-predictif-des-admissions-aux-urgences","status":"publish","type":"post","link":"https:\/\/rigenerai.com\/fr\/etudes-de-cas\/modele-predictif-des-admissions-aux-urgences\/","title":{"rendered":"Mod\u00e8le pr\u00e9dictif des admissions aux urgences"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">Lorsque la demande est variable et que l&rsquo;information est incompl\u00e8te, la capacit\u00e9 \u00e0 pr\u00e9voir ce qui va se passer est essentielle pour prendre des d\u00e9cisions en temps voulu, allouer les ressources de mani\u00e8re efficace et r\u00e9duire les risques op\u00e9rationnels.<\/p>\n\n<p class=\"wp-block-paragraph\">Ceci est particuli\u00e8rement important dans les salles d&rsquo;urgence, o\u00f9 les acc\u00e8s sont h\u00e9t\u00e9rog\u00e8nes et fluctuent rapidement. Dans ce cas, des d\u00e9cisions telles que l&rsquo;admission ou la sortie doivent \u00eatre prises sous la pression du temps (congestion, disponibilit\u00e9 des ressources, contraintes li\u00e9es aux lits). En l&rsquo;absence d&rsquo;outils pr\u00e9dictifs solides, ces choix peuvent s&rsquo;av\u00e9rer h\u00e2tifs ou incoh\u00e9rents, avec des effets tels que des s\u00e9jours prolong\u00e9s et des \u00ab\u00a0embarquements\u00a0\u00bb, des retards ou des erreurs dans le parcours diagnostique, un risque clinique-op\u00e9ratoire accru, une utilisation sous-optimale des ressources (admissions \u00e9vitables ou sorties \u00ab\u00a0fragiles\u00a0\u00bb conduisant \u00e0 de nouvelles admissions).<\/p>\n\n<p class=\"wp-block-paragraph\">Cela n\u00e9cessite une approche fond\u00e9e sur les donn\u00e9es qui permette de pr\u00e9voir le risque d&rsquo;admission ou de r\u00e9admission apr\u00e8s un retour au service de sant\u00e9 publique, afin d&rsquo;am\u00e9liorer \u00e0 la fois la qualit\u00e9 des soins et l&rsquo;efficacit\u00e9 op\u00e9rationnelle.<\/p>\n\n<p class=\"wp-block-paragraph\">La mise en \u0153uvre a \u00e9t\u00e9 d\u00e9velopp\u00e9e dans une grande salle d&rsquo;urgence avec des acc\u00e8s quotidiens \u00e0 pr\u00e8s de 200 patients.<\/p>\n\n<h2 class=\"wp-block-heading\">Approche m\u00e9thodologique<\/h2>\n\n<p class=\"wp-block-paragraph\"><strong>\u00c9tape 1 &#8211; Analyse multivari\u00e9e avec<\/strong> mod\u00e8les <strong>interpr\u00e9tables<\/strong><br\/>Utilisation de mod\u00e8les interpr\u00e9tables pour comprendre quels sont les facteurs qui influencent le plus les nouvelles admissions apr\u00e8s un retour aux urgences.<\/p>\n\n<p class=\"wp-block-paragraph\"><strong>\u00c9tape 2 &#8211; S\u00e9lection des mod\u00e8les pr\u00e9dictifs les plus pr\u00e9cis<\/strong><br\/>Mise en \u0153uvre et comparaison d&rsquo;un portefeuille de mod\u00e8les d&rsquo;apprentissage automatique (par exemple Random Forest et Gradient Boosting) pour estimer la probabilit\u00e9 d&rsquo;admission \u00e0 la suite d&rsquo;une nouvelle visite au SP.<\/p>\n\n<h2 class=\"wp-block-heading\">R\u00e9sultats<\/h2>\n\n<figure class=\"wp-block-image size-large\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"528\" src=\"https:\/\/rigenerai.com\/wp-content\/uploads\/2026\/03\/modello-predittivo-ricoveri-ps-1024x528.png\" alt=\"\" class=\"wp-image-2362\" srcset=\"https:\/\/rigenerai.com\/wp-content\/uploads\/2026\/03\/modello-predittivo-ricoveri-ps-1024x528.png 1024w, https:\/\/rigenerai.com\/wp-content\/uploads\/2026\/03\/modello-predittivo-ricoveri-ps-300x155.png 300w, https:\/\/rigenerai.com\/wp-content\/uploads\/2026\/03\/modello-predittivo-ricoveri-ps-768x396.png 768w, https:\/\/rigenerai.com\/wp-content\/uploads\/2026\/03\/modello-predittivo-ricoveri-ps.png 1164w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n<p class=\"wp-block-paragraph\"><strong>Principaux enseignements<\/strong><br\/>Probabilit\u00e9 plus \u00e9lev\u00e9e de r\u00e9-hospitalisation apr\u00e8s une nouvelle admission au SP pour les personnes souffrant de maladies chroniques, d&rsquo;un \u00e2ge plus jeune et d&rsquo;une nationalit\u00e9 \u00e9trang\u00e8re. Certains signes cliniques (param\u00e8tres vitaux) et l&rsquo;arriv\u00e9e des v\u00e9hicules d&rsquo;urgence sont associ\u00e9s \u00e0 une probabilit\u00e9 plus faible d&rsquo;hospitalisation ult\u00e9rieure<\/p>\n\n<p class=\"wp-block-paragraph\"><strong>Performance des pr\u00e9visions<\/strong><br\/>Les mod\u00e8les d&rsquo;apprentissage automatique, en particulier le Gradient Boosting, ont \u00e9t\u00e9 plus performants que les approches traditionnelles (mod\u00e8le logit), atteignant environ 80 % de rappel et de pr\u00e9cision, d&rsquo;o\u00f9 des pr\u00e9visions plus fiables.<\/p>\n\n<p class=\"wp-block-paragraph\"><strong>Des d\u00e9cisions plus proactives, une meilleure efficacit\u00e9<\/strong><br\/>L&rsquo;int\u00e9gration des donn\u00e9es historiques et des informations en temps r\u00e9el aide les responsables des SP \u00e0 prendre des d\u00e9cisions plus \u00e9clair\u00e9es et plus opportunes, am\u00e9liorant ainsi la qualit\u00e9 des soins et l&rsquo;efficacit\u00e9 op\u00e9rationnelle.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Dans les salles d&rsquo;urgence, o\u00f9 la demande est variable et o\u00f9 les d\u00e9cisions doivent \u00eatre prises rapidement, la pr\u00e9vision du risque d&rsquo;admission apr\u00e8s une nouvelle admission est cruciale pour am\u00e9liorer l&rsquo;efficacit\u00e9 et la qualit\u00e9 des soins.<\/p>\n<p>Gr\u00e2ce \u00e0 des mod\u00e8les d&rsquo;apprentissage automatique appliqu\u00e9s aux donn\u00e9es cliniques et op\u00e9rationnelles d&rsquo;un grand centre de SP, la probabilit\u00e9 d&rsquo;admission peut \u00eatre estim\u00e9e plus pr\u00e9cis\u00e9ment, ce qui permet de prendre des d\u00e9cisions plus opportunes et de g\u00e9rer les ressources plus efficacement.<\/p>\n","protected":false},"author":1,"featured_media":2975,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[37,18],"tags":[],"class_list":["post-2809","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-etudes-de-cas","category-non-categorise"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Mod\u00e8le pr\u00e9dictif des admissions aux urgences - RigenerAI | AI per la sanit\u00e0<\/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:\/\/rigenerai.com\/fr\/etudes-de-cas\/modele-predictif-des-admissions-aux-urgences\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Mod\u00e8le pr\u00e9dictif des admissions aux urgences - RigenerAI | AI per la sanit\u00e0\" \/>\n<meta property=\"og:description\" content=\"Dans les salles d&#039;urgence, o\u00f9 la demande est variable et o\u00f9 les d\u00e9cisions doivent \u00eatre prises rapidement, la pr\u00e9vision du risque d&#039;admission apr\u00e8s une nouvelle admission est cruciale pour am\u00e9liorer l&#039;efficacit\u00e9 et la qualit\u00e9 des soins. Gr\u00e2ce \u00e0 des mod\u00e8les d&#039;apprentissage automatique appliqu\u00e9s aux donn\u00e9es cliniques et op\u00e9rationnelles d&#039;un grand centre de SP, la probabilit\u00e9 d&#039;admission peut \u00eatre estim\u00e9e plus pr\u00e9cis\u00e9ment, ce qui permet de prendre des d\u00e9cisions plus opportunes et de g\u00e9rer les ressources plus efficacement.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/rigenerai.com\/fr\/etudes-de-cas\/modele-predictif-des-admissions-aux-urgences\/\" \/>\n<meta property=\"og:site_name\" content=\"RigenerAI | AI per la sanit\u00e0\" \/>\n<meta property=\"article:published_time\" content=\"2026-03-14T21:23:49+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-03-17T21:06:25+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/rigenerai.com\/wp-content\/uploads\/2026\/03\/Modello-predittivo-ricoveri-in-Pronto-Soccorso_LR.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"2000\" \/>\n\t<meta property=\"og:image:height\" content=\"1120\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"debora\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u00c9crit par\" \/>\n\t<meta name=\"twitter:data1\" content=\"debora\" \/>\n\t<meta name=\"twitter:label2\" content=\"Dur\u00e9e de lecture estim\u00e9e\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/rigenerai.com\\\/fr\\\/etudes-de-cas\\\/modele-predictif-des-admissions-aux-urgences\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/rigenerai.com\\\/fr\\\/etudes-de-cas\\\/modele-predictif-des-admissions-aux-urgences\\\/\"},\"author\":{\"name\":\"debora\",\"@id\":\"https:\\\/\\\/rigenerai.com\\\/fr\\\/#\\\/schema\\\/person\\\/4a84c84bbeefc1ddf7c4ca095fef2fc4\"},\"headline\":\"Mod\u00e8le pr\u00e9dictif des admissions aux urgences\",\"datePublished\":\"2026-03-14T21:23:49+00:00\",\"dateModified\":\"2026-03-17T21:06:25+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/rigenerai.com\\\/fr\\\/etudes-de-cas\\\/modele-predictif-des-admissions-aux-urgences\\\/\"},\"wordCount\":475,\"publisher\":{\"@id\":\"https:\\\/\\\/rigenerai.com\\\/fr\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/rigenerai.com\\\/fr\\\/etudes-de-cas\\\/modele-predictif-des-admissions-aux-urgences\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/rigenerai.com\\\/wp-content\\\/uploads\\\/2026\\\/03\\\/Modello-predittivo-ricoveri-in-Pronto-Soccorso_LR.jpg\",\"articleSection\":[\"\u00c9tudes de cas\",\"Non cat\u00e9goris\u00e9\"],\"inLanguage\":\"fr-FR\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/rigenerai.com\\\/fr\\\/etudes-de-cas\\\/modele-predictif-des-admissions-aux-urgences\\\/\",\"url\":\"https:\\\/\\\/rigenerai.com\\\/fr\\\/etudes-de-cas\\\/modele-predictif-des-admissions-aux-urgences\\\/\",\"name\":\"Mod\u00e8le pr\u00e9dictif des admissions aux urgences - 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