{"id":8275,"date":"2021-06-14T16:35:15","date_gmt":"2021-06-14T16:35:15","guid":{"rendered":"https:\/\/www.msdconnect.be\/fr\/?p=8275"},"modified":"2025-01-08T11:32:58","modified_gmt":"2025-01-08T11:32:58","slug":"quelle-place-pour-lintelligence-artificielle-dans-la-gestion-de-lhopital","status":"publish","type":"post","link":"https:\/\/www.msdconnect.be\/fr\/2021\/06\/14\/quelle-place-pour-lintelligence-artificielle-dans-la-gestion-de-lhopital\/","title":{"rendered":"Quelle place pour l\u2019intelligence artificielle dans la gestion de l\u2019h\u00f4pital ?"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.msdconnect.be\/fr\/wp-content\/uploads\/sites\/15\/2021\/06\/Header_P6_1460.jpg?w=1024\" alt=\"Mobile phone with different health symbols floating around it.\" class=\"wp-image-8276\" width=\"1024\" height=\"482\" srcset=\"https:\/\/www.msdconnect.be\/fr\/wp-content\/uploads\/sites\/15\/2021\/06\/Header_P6_1460.jpg 1460w, https:\/\/www.msdconnect.be\/fr\/wp-content\/uploads\/sites\/15\/2021\/06\/Header_P6_1460.jpg?resize=300,141 300w, https:\/\/www.msdconnect.be\/fr\/wp-content\/uploads\/sites\/15\/2021\/06\/Header_P6_1460.jpg?resize=768,361 768w, https:\/\/www.msdconnect.be\/fr\/wp-content\/uploads\/sites\/15\/2021\/06\/Header_P6_1460.jpg?resize=1024,482 1024w, https:\/\/www.msdconnect.be\/fr\/wp-content\/uploads\/sites\/15\/2021\/06\/Header_P6_1460.jpg?resize=320,151 320w, https:\/\/www.msdconnect.be\/fr\/wp-content\/uploads\/sites\/15\/2021\/06\/Header_P6_1460.jpg?resize=120,56 120w, https:\/\/www.msdconnect.be\/fr\/wp-content\/uploads\/sites\/15\/2021\/06\/Header_P6_1460.jpg?resize=1400,659 1400w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"has-text-align-justify mhh-mcn-v1-paragraph--justify  mhh-mcn-v1-paragraph mhh-mcn-v1-paragraph--33402eea645448e2b86e4113d1a93a22\">Le d\u00e9veloppement de l\u2019IA (Intelligence Artificielle) dans les h\u00f4pitaux est un enjeu majeur des prochaines ann\u00e9es. En France, une \u00e9tude pouss\u00e9e a \u00e9t\u00e9 men\u00e9e pour mieux en conna\u00eetre sa p\u00e9n\u00e9tration actuelle dans les diff\u00e9rentes strates des institutions de sant\u00e9&nbsp;et publi\u00e9 dans un \u201c<em>Barom\u00e8tre de maturit\u00e9 de l\u2019IA dans les CHU<\/em>&nbsp;\u201c. Et en Belgique ? R\u00e9actions de Thierry Vermerren ( Patient Num\u00e9rique), Paul d&rsquo;Otreppe (ABDH) , Fran\u00e7ois Roucoux ( CHU Charleroi) et Pierre-Jean Verheyden (Chirec)<\/p>\n\n\n\n<p class=\"has-text-align-justify mhh-mcn-v1-paragraph--justify  mhh-mcn-v1-paragraph mhh-mcn-v1-paragraph--1361548814cdfc23b6a90ebfca3e4af4\">Ce barom\u00e8tre montre que&nbsp;les trois principaux b\u00e9n\u00e9fices de l\u2019IA attendus par les r\u00e9pondants sont de lib\u00e9rer plus de temps pour les t\u00e2ches \u00e0 valeur ajout\u00e9e,&nbsp;augmenter la rapidit\u00e9 et la fiabilit\u00e9 de la prise de d\u00e9cision et r\u00e9duire les risques d&rsquo;erreur.&nbsp; L\u2019IA pourra \u00eatre utile pour la recherche, le pilotage des activit\u00e9s (codage, visualisation de donn\u00e9es), le parcours patient, la performance des processus administratifs et logistiques ainsi que la pr\u00e9diction des risques sanitaires.&nbsp;&nbsp;<\/p>\n\n\n\n<p class=\"has-text-align-justify mhh-mcn-v1-paragraph--justify  mhh-mcn-v1-paragraph mhh-mcn-v1-paragraph--3a8e3acb28a4531e279f689a7653543e\">81% des r\u00e9pondants (Directeurs g\u00e9n\u00e9raux et pr\u00e9sidents des commissions m\u00e9dicales d\u2019\u00e9tablissement des CHU de France) consid\u00e8rent que l\u2019IA est un sujet tr\u00e8s important pour les h\u00f4pitaux et 76% l\u2019inscrivent comme une priorit\u00e9 strat\u00e9gique dans leur \u00e9tablissement, 76% des r\u00e9pondants identifient l\u2019IA comme \u00e9tant une priorit\u00e9 strat\u00e9gique.&nbsp;<\/p>\n\n\n\n<p class=\"   mhh-mcn-v1-paragraph mhh-mcn-v1-paragraph--71a51d382c36151e84c981cb5f6cbd91\"><strong>Commencer par les directions&nbsp;<\/strong><\/p>\n\n\n\n<p class=\"has-text-align-justify mhh-mcn-v1-paragraph--justify  mhh-mcn-v1-paragraph mhh-mcn-v1-paragraph--e8714f10f5c47e11c64286d809b5bc5c\">Pour les r\u00e9pondants, le meilleur moyen de d\u00e9ployer l\u2019IA et l\u2019innovation dans l\u2019h\u00f4pital est de l\u2019impl\u00e9menter au sein de la direction de la strat\u00e9gie (28,6%), d\u2019une direction d\u00e9di\u00e9e (19%) ou de la direction de la recherche (19%). Sa pr\u00e9sence dans l\u2019h\u00f4pital am\u00e8nera \u00e0 repenser l\u2019organisation du travail et la r\u00e9partition des t\u00e2ches entre humains et IA (76%).<\/p>\n\n\n\n<p class=\"   mhh-mcn-v1-paragraph mhh-mcn-v1-paragraph--1b37a8ea85b58d8e10f324a141836e94\"><strong>Les donn\u00e9es accessibles<\/strong><\/p>\n\n\n\n<p class=\"has-text-align-justify mhh-mcn-v1-paragraph--justify  mhh-mcn-v1-paragraph mhh-mcn-v1-paragraph--5a81dff809f7f17c622c1ffab6ad078d\">Pour que l\u2019IA puisse d\u00e9velopper sa pleine mesure, il faut disposer d\u2019un volume de donn\u00e9es suffisant et de qualit\u00e9. Actuellement, ces donn\u00e9es sont souvent dispers\u00e9es sur divers syst\u00e8mes (syst\u00e8mes d\u2019information hospitaliers, dossier m\u00e9dical partag\u00e9, logiciels m\u00e9tiers sp\u00e9cifiques aux sp\u00e9cialit\u00e9s m\u00e9dicales), et soul\u00e8vent parfois des probl\u00e8mes d\u2019interop\u00e9rabilit\u00e9.&nbsp;<\/p>\n\n\n\n<p class=\"   mhh-mcn-v1-paragraph mhh-mcn-v1-paragraph--a6b3b13a26db355e4af7e362d1d0bf8f\">&nbsp;<strong>Quelques inqui\u00e9tudes<\/strong><\/p>\n\n\n\n<p class=\"has-text-align-justify mhh-mcn-v1-paragraph--justify  mhh-mcn-v1-paragraph mhh-mcn-v1-paragraph--0de2a5cba2c22c1deaf54a878810c6ed\">Certaines r\u00e9pondants restent toutefois conscients (62%) que le principal risque de l\u2019IA est la d\u00e9shumanisation du travail et la perte des liens sociaux. Ils craignent aussi l\u2019utilisation syst\u00e9matique et aveugle de l\u2019IA, l\u2019absence de mod\u00e8le \u00e9conomique ainsi que le risque de non-respect du R\u00e8glement G\u00e9n\u00e9ral sur la Protection des Donn\u00e9es (RGPD), des droits des patients et de l\u2019encadrement \u00e9thique.&nbsp;&nbsp;<\/p>\n\n\n\n<p class=\"   mhh-mcn-v1-paragraph mhh-mcn-v1-paragraph--7dbe99ca312131c54c7ad0f46e4f428a\">&nbsp;<strong>Mise en perspective<\/strong><\/p>\n\n\n\n<p class=\"has-text-align-justify mhh-mcn-v1-paragraph--justify  mhh-mcn-v1-paragraph mhh-mcn-v1-paragraph--1302ab81088563ac924f6dc84c9d6565\">A la lecture de ces r\u00e9sultats, on pourrait croire que l\u2019IA va investir rapidement les h\u00f4pitaux. Thierry Vermerren, le fondateur de la communaut\u00e9&nbsp;Patient num\u00e9rique, rappelle que \u00ab&nbsp;<em>pour l\u2019intelligence artificielle, on a l\u2019impression que tout est fait et que tout fonctionne&nbsp;! En r\u00e9alit\u00e9, on a tr\u00e8s peu de recul et peu de produit finalis\u00e9. On n\u2019est pas encore dans des projets industriels qui vont vraiment bien. En outre, l\u2019intelligence artificielle ne va pas remplacer l\u2019\u00eatre humain&#8230;on devrait plut\u00f4t \u00e9voqu\u00e9 l\u2019intelligence augment\u00e9e. On donne \u00e0 l\u2019\u00eatre humain des capacit\u00e9s suppl\u00e9mentaires.&nbsp;<\/em>\u00bb<\/p>\n\n\n\n<p class=\"   mhh-mcn-v1-paragraph mhh-mcn-v1-paragraph--81b1d0f61416fbd8e9fd5e29af29556d\">Pour lui, il est important de rappeler que \u00ab&nbsp;<em>c\u2019est un processus qui va prendre longtemps.&nbsp;<\/em>\u00bb<\/p>\n\n\n\n<p class=\"   mhh-mcn-v1-paragraph mhh-mcn-v1-paragraph--e9530918db32564dea0987442613bcb3\"><strong>Et en Belgique, on balbutie&nbsp;<\/strong><\/p>\n\n\n\n<p class=\"has-text-align-justify mhh-mcn-v1-paragraph--justify  mhh-mcn-v1-paragraph mhh-mcn-v1-paragraph--1f0183665b37e411c5d938c84171fd17\">Pour Paul d&rsquo;Otreppe, pr\u00e9sident de l\u2019association belge des directeurs d\u2019h\u00f4pitaux (ABDH), actuellement \u00ab&nbsp;<em>on a d\u00e9j\u00e0 test\u00e9 un syst\u00e8me de correction de facturation dans certains h\u00f4pitaux belges. Pour optimaliser la gestion et corriger la distraction, l\u2019algorithme est utilis\u00e9 comme un pense-b\u00eate. On peut aussi l\u2019avoir en finance, \u00e0 la gestion et au management. Pour les directeurs d\u2019h\u00f4pitaux, cela doit encore rentrer dans les moeurs&#8230;&nbsp;<\/em>\u00bb<\/p>\n\n\n\n<p class=\"has-text-align-justify mhh-mcn-v1-paragraph--justify  mhh-mcn-v1-paragraph mhh-mcn-v1-paragraph--c87c44b64f184199ffa616982fc653dc\">De son c\u00f4t\u00e9, le Dr Fran\u00e7ois Roucoux, directeur du d\u00e9partement d\u2019informatique m\u00e9dicale au CHU de Charleroi, per\u00e7oit comment l\u2019IA arrive dans les h\u00f4pitaux&nbsp;: \u00ab&nbsp;<em>Elle arrive par petites touches par les fournisseurs avec la logistique (optimisation de route et de flux) \u00e0 travers des aspects de supports (chatbot), mais peu avec un point de d\u00e9part hospitalier.&nbsp;<\/em>\u00bb<\/p>\n\n\n\n<p class=\"   mhh-mcn-v1-paragraph mhh-mcn-v1-paragraph--24acfe16e6fe5444c18cbaea46a83eb6\"><strong>Le volet financier<\/strong><\/p>\n\n\n\n<p class=\"has-text-align-justify mhh-mcn-v1-paragraph--justify  mhh-mcn-v1-paragraph mhh-mcn-v1-paragraph--715949c61c90ce2266cc869607cb4ff0\">Pour lui, l\u2019aspect financier de l\u2019int\u00e9r\u00eat pour l\u2019IA n\u2019est jamais loin&nbsp;: \u00ab&nbsp;<em>&nbsp;On peut l\u2019utiliser pour des patients fragiles et on peut limiter les p\u00e9nalit\u00e9s financi\u00e8res pour l\u2019h\u00f4pital si le patient revient trop vite apr\u00e8s sa sortie. C\u2019est \u00e0 la fois m\u00e9dical et \u00e9conomique pour l\u2019h\u00f4pital&nbsp;!&nbsp;<\/em>\u00bb<\/p>\n\n\n\n<p class=\"has-text-align-justify mhh-mcn-v1-paragraph--justify  mhh-mcn-v1-paragraph mhh-mcn-v1-paragraph--e76ab6ecc4bd840d5c26310dd48160a7\">Il \u00e9voque un autre exemple entre l\u2019administratif et le m\u00e9dical avec la t\u00e9l\u00e9consultation&nbsp;: \u00ab&nbsp;&nbsp;<em>Dans le futur, un chatbot aidera le patient \u00e0 v\u00e9rifier que sa connexion est bonne.<\/em>&nbsp;\u00bb<\/p>\n\n\n\n<p class=\"has-text-align-justify mhh-mcn-v1-paragraph--justify  mhh-mcn-v1-paragraph mhh-mcn-v1-paragraph--1a1742ca856a12fd4efeb1f09dfbb38a\">Pour Thierry Vermeeren, \u00ab<em>&nbsp;l\u2019\u00e9mergence des chabot est une forme de d\u00e9but d\u2019intelligence artificielle. Cela pourrait se faire aussi dans les pharmacies hospitali\u00e8res qui seront de plus en plus robotis\u00e9es. Cela permet d\u2019automatiser les substitutions et des pourcentages de g\u00e9n\u00e9rique&#8230;.<\/em>&nbsp;\u00bb<\/p>\n\n\n\n<p class=\"has-text-align-justify mhh-mcn-v1-paragraph--justify  mhh-mcn-v1-paragraph mhh-mcn-v1-paragraph--7741ad24067427626e32c0beeedd8923\">En tout cas, pour le Dr Pierre-Jean Verheyden, CMIO du&nbsp;Chirec, \u00ab<em>&nbsp;il ne fait pas de doute que l\u2019informatisation de l\u2019h\u00f4pital va se poursuivre dans les prochains mois et ann\u00e9es.&nbsp; Nous sommes toutefois tenus de nous conformer aux diff\u00e9rents crit\u00e8res BMUC (Belgian Meaningful Use Criteria). Normalement de nouveaux crit\u00e8res vont \u00eatre confirm\u00e9s pour 2021.&nbsp;<\/em>\u00bb<\/p>\n\n\n\n<p class=\"   mhh-mcn-v1-paragraph mhh-mcn-v1-paragraph--b669edcffc7b1b59df1e24d9a81976bb\"><strong>Manque d\u2019expertise<\/strong><\/p>\n\n\n\n<p class=\"has-text-align-justify mhh-mcn-v1-paragraph--justify  mhh-mcn-v1-paragraph mhh-mcn-v1-paragraph--500211eade3e43a9e0a0796839b1d058\">Les acteurs se rendent compte qu\u2019ils ne pourront pas r\u00e9soudre tous les probl\u00e8mes dans leur coin&nbsp;: 90,5% des r\u00e9pondants au \u201d<em>Barom\u00e8tre de maturit\u00e9 de l\u2019IA dans les CHU<\/em>\u201d&nbsp; sont favorables \u00e0 ce qu\u2019une communaut\u00e9 d\u2019experts transverse aux h\u00f4pitaux soit cr\u00e9\u00e9e autour de l\u2019IA. Pour eux, le frein majeur au d\u00e9veloppement de l\u2019IA est l\u2019absence de comp\u00e9tences et d\u2019expertises sp\u00e9cialis\u00e9s dans ce domaine (67%), suivi par la perception complexe du d\u00e9veloppement d\u2019un projet IA (57%).<\/p>\n\n\n\n<p class=\"   mhh-mcn-v1-paragraph mhh-mcn-v1-paragraph--ce2c835fbd8489c5c488a89f0e040af8\"><strong>Start IA<\/strong><\/p>\n\n\n\n<p class=\"has-text-align-justify mhh-mcn-v1-paragraph--justify  mhh-mcn-v1-paragraph mhh-mcn-v1-paragraph--6e21a43d6edc7114c2ac642d9d8c61da\">Un manque d\u2019expertise qui semble avoir \u00e9t\u00e9 entendu ici aussi avec Start IA,&nbsp; un projet pilot\u00e9 par Digital Wallonia4.ia, qui consiste \u00e0 soutenir et acc\u00e9l\u00e9rer le processus de transformation num\u00e9rique des entreprises et des h\u00f4pitaux wallons, afin de les encourager \u00e0 int\u00e9grer des technologies d\u2019intelligence Artificielle ( IA).&nbsp;<\/p>\n\n\n\n<p class=\"has-text-align-justify mhh-mcn-v1-paragraph--justify  mhh-mcn-v1-paragraph mhh-mcn-v1-paragraph--e6b9d104faed9fcef54a0d291f09fc98\">Si l&rsquo;entreprise ou l\u2019h\u00f4pital est s\u00e9lectionn\u00e9e, un Expert IA sera propos\u00e9 et assign\u00e9 pour accompagner l&rsquo;h\u00f4pital dans sa r\u00e9flexion IA pendant 3 \u00e0 4 jours (ou minimum 32h de services prest\u00e9s). Cet accompagnement comprendra des r\u00e9unions (sur site ou en distanciel), mais aussi du travail de pr\u00e9paration, d\u2019analyse et de reporting par l\u2019Expert IA. Cet accompagnement sera \u00e9tal\u00e9 sur une p\u00e9riode de maximum 3 mois. L&rsquo;appel \u00e0 candidatures se cl\u00f4ture le 30 septembre.<\/p>\n\n\n\n<p class=\"   mhh-mcn-v1-paragraph mhh-mcn-v1-paragraph--9e307bc1c815e44ab815e03de5fd7bdc\"><strong>&gt; Plus d\u2019infos sur&nbsp;<\/strong><a href=\"https:\/\/www.digitalwallonia.be\/fr\/publications\/appel-start-ia-02\"><strong>l\u2019appel \u00e0 candidatures Start IA<\/strong><\/a><br><strong>&gt; D\u00e9couvrir le&nbsp;<\/strong><a href=\"https:\/\/cdn.ey.com\/echannel\/fr\/Industries\/ey-barometre-de-maturite-de-l-ia-dans-les-chu.pdf\"><strong><em>Barom\u00e8tre de maturit\u00e9 de l\u2019IA dans les CHU<\/em><\/strong><\/a>&nbsp;<\/p>\n\n\n\n<div style=\"height:34px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"   mhh-mcn-v1-paragraph mhh-mcn-v1-paragraph--748c10b4ae3db5cb185b4e3b0a4fee83\"><strong><strong>Dossier Pharmacie Hospitali\u00e8re<\/strong><\/strong>:<\/p>\n\n\n\n<ul class=\"has-dot-list-style-type mhh-mcn-list wp-block-list\"><li><strong><a href=\"https:\/\/www.msdconnect.be\/fr\/2021\/06\/14\/les-reseaux-hospitaliers-un-des-nouveaux-defis-de-la-pharmacie-hospitaliere\/\">Les r&eacute;seaux hospitaliers&nbsp;: un des nouveaux d&eacute;fis de la pharmacie hospitali&egrave;re<\/a><\/strong><\/li><li><strong><a href=\"https:\/\/www.msdconnect.be\/fr\/2021\/06\/14\/le-robot-a-reduit-les-erreurs-de-delivrance\/\">Le Robot a r&eacute;duit les erreurs de d&eacute;livrance<\/a><\/strong><\/li><li><strong><a href=\"https:\/\/www.msdconnect.be\/fr\/2021\/06\/14\/il-faut-ameliorer-la-place-des-pharmaciens-hospitaliers-dans-lhopital-abph\/\">&laquo;Il faut am&eacute;liorer la place des pharmaciens hospitaliers dans l&rsquo;h&ocirc;pital&raquo; (ABPH)<\/a><\/strong><\/li><\/ul>\n\n\n\n<div style=\"height:34px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\" mhh-mcn-v1-paragraph--center  mhh-mcn-v1-paragraph mhh-mcn-v1-paragraph--8dac70625a0ff58f9fed436ddcff572b\"><mark class=\"has-inline-color has-black-color\">Ceci est une communication des laboratoires MSD.<br>Ce num\u00e9ro a \u00e9t\u00e9 r\u00e9alis\u00e9 gr\u00e2ce au support de MSD. Son contenu refl\u00e8te l\u2019opinion des auteurs mais pas n\u00e9cessairement celle de MSD.<\/mark><\/p>\n\n\n\n<section class=\"wp-block-mconnect-theme-section has-light-grey-background-color has-background sub__entry__content wp-block-mconnect-theme-section--align-full has-red-border-color\">\n\t<div class=\"mhh-mcn-container\">\n\t\t\n\n<nav class=\"wp-block-mconnect-theme-grid \">\n\t<ul class=\"is-grid-layout has-columns has-two-columns has-center-vertical-alignment\" >\n\t\t\n\n<li class=\"wp-block-mconnect-theme-grid-item grid-item has-red-border-color\">\n\t<div class=\"sub__entry__content\">\n\t\t\n\n<h3 class=\"wp-block-heading  mhh-mcn-v1-heading mhh-mcn-v1-heading--954e82dce6ab1964108011c1323268ce\"><strong> <strong>Articles connexes<\/strong> <\/strong><\/h3>\n\n\t<\/div>\n<\/li>\n\n\n\n<li class=\"wp-block-mconnect-theme-grid-item grid-item has-red-border-color\">\n\t<div class=\"sub__entry__content\">\n\t\t\n\n<div class=\"wp-block-buttons alignright is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-secondary\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.msdconnect.be\/fr\/hospital-connect\/\">Voir plus<\/a><\/div>\n<\/div>\n\n\t<\/div>\n<\/li>\n\n\t<\/ul>\n<\/nav>\n\n\n\n<nav class=\"wp-block-mconnect-theme-queried-content\">\n\t\t\t<ul class=\"is-grid-layout has-columns has-two-columns has-top-vertical-alignment\">\n\t\t\t\t\t\t\t\t\t\t\t\t<li class=\"grid-item\">\n\t\t\t\t\t\t<article\n    class=\"content-item content-item-type-post is-display-media-style has-featured-image has-background has-white-background-color has-link post-55904 post type-post status-publish format-standard has-post-thumbnail hentry category-uncategorized\">\n\t\t\t<div class=\"content-item__media-container\">\n\t\t\t<div class=\"content-media\">\n\t\t\t\t<div class=\"content-media__inner\">\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"635\" height=\"475\" src=\"https:\/\/www.msdconnect.be\/fr\/wp-content\/uploads\/sites\/15\/2023\/01\/output-001.jpg?w=635&amp;h=475&amp;crop=1\" class=\"content-media__image\" alt=\"\" srcset=\"https:\/\/www.msdconnect.be\/fr\/wp-content\/uploads\/sites\/15\/2023\/01\/output-001.jpg?resize=180,135 180w, https:\/\/www.msdconnect.be\/fr\/wp-content\/uploads\/sites\/15\/2023\/01\/output-001.jpg?resize=635,475 635w\" sizes=\"auto, (max-width: 635px) 100vw, 635px\" \/>\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\n    \n    <div class=\"content-item__content-container\">\n\t\t<div class=\"content-item__content-body\">\n\t\t\t\t\t\t\t\t\t<header class=\"content-item__header\">\n\t\t\t\t<span\n\t\t\t\t\tclass=\"content-item__content-type content-type  content-type--post\">\n\t\t\t\t\t<span class=\"content-type__icon\">\n                                            <\/span>\n\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t<h2 class=\"content-item__title\" data-enterprise-id=\"currentHeader\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.msdconnect.be\/fr\/2023\/01\/16\/reflechir-au-temps-de-travail-des-medecins\/\"\n                            class=\"content-item__title-link\"\n                            target=\"_self\"\n                            rel=\"\"\n\t\t\t\t\t\t\t              >\n                            \u00abRe\u0301fle\u0301chir au temps de travail des me\u0301decins\u00bb                        <\/a>\n\t\t\t\t\t\t\t\t\t<\/h2>\n\t\t\t\t\t\t\t<\/header>\n\t\t\t\t\t\t\t<p class=\"content-item__excerpt\">Les d\u00e9fis pour les m\u00e9decins et les h\u00f4pitaux en 2023 seront nombreux. Les responsables de l\u2019Inami, Beno\u00eet Colin et Pedro Facon, dans une interview exclusive pour le Sp\u00e9cialiste, ont notamment abord\u00e9 la  [&hellip;]<\/p>\n\t\t\t\n                                            <div class=\"content-item__content-meta badge-container\">                                                                <div class=\"content-item__dates badge badge--flat badge--dates\">\n                                                        <span class=\"content-item__dates--start badge--dates__start\">\n                                16 janvier 2023                            <\/span>\n                                                                                                        <\/div>\n                                        <span class=\"mhh-mcn-badge mhh-mcn-badge--flat mhh-mcn-badge--time-to-read\">\n    \n<svg width=\"1em\" height=\"1em\" class=\"mh-icon mh-icon--kind-generic mh-icon--name-watch mh-icon--watch\" role=\"img\" aria-labelledby=\"mh-icon-6a31606c78e61-time_to_read\" aria-hidden=\"false\">\n            <title id=\"mh-icon-6a31606c78e61-time_to_read\">\n            time to read        <\/title>\n    \n    \n    <use xlink:href=\"https:\/\/www.msdconnect.be\/fr\/wp-content\/themes\/cex-wpvip-mhh-mconnect-theme-new-3.0\/modules\/icons\/resources\/icons\/svg\/generic\/watch.svg#watch\"><\/use>\n<\/svg>\n    3 min read<\/span>\n                                    <\/div>\n                \t\t<\/div>\n\t\t<div class=\"content-item__content-footer\">\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t<\/div>\n\n    <\/article>\n\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li class=\"grid-item\">\n\t\t\t\t\t\t<article\n    class=\"content-item content-item-type-post is-display-media-style has-featured-image has-background has-white-background-color has-link post-47625 post type-post status-publish format-standard has-post-thumbnail hentry category-uncategorized\">\n\t\t\t<div class=\"content-item__media-container\">\n\t\t\t<div class=\"content-media\">\n\t\t\t\t<div class=\"content-media__inner\">\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"635\" height=\"475\" src=\"https:\/\/www.msdconnect.be\/fr\/wp-content\/uploads\/sites\/15\/2022\/10\/Umons.jpg?w=635&amp;h=475&amp;crop=1\" class=\"content-media__image\" alt=\"\" srcset=\"https:\/\/www.msdconnect.be\/fr\/wp-content\/uploads\/sites\/15\/2022\/10\/Umons.jpg?resize=180,135 180w, https:\/\/www.msdconnect.be\/fr\/wp-content\/uploads\/sites\/15\/2022\/10\/Umons.jpg?resize=635,475 635w\" sizes=\"auto, (max-width: 635px) 100vw, 635px\" \/>\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\n    \n    <div class=\"content-item__content-container\">\n\t\t<div class=\"content-item__content-body\">\n\t\t\t\t\t\t\t\t\t<header class=\"content-item__header\">\n\t\t\t\t<span\n\t\t\t\t\tclass=\"content-item__content-type content-type  content-type--post\">\n\t\t\t\t\t<span class=\"content-type__icon\">\n                                            <\/span>\n\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t<h2 class=\"content-item__title\" data-enterprise-id=\"currentHeader\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.msdconnect.be\/fr\/2022\/10\/07\/lumons-lance-une-chaire-en-intelligence-artificielle-et-medecine-digitale\/\"\n                            class=\"content-item__title-link\"\n                            target=\"_self\"\n                            rel=\"\"\n\t\t\t\t\t\t\t              >\n                            L\u2019UMONS lance une chaire en intelligence artificielle et m\u00e9decine digitale                        <\/a>\n\t\t\t\t\t\t\t\t\t<\/h2>\n\t\t\t\t\t\t\t<\/header>\n\t\t\t\t\t\t\t<p class=\"content-item__excerpt\">Les 5 prochaines promotions de bacheliers en m\u00e9decine b\u00e9n\u00e9ficieront \u00e0 l&rsquo;UMONS d\u2019un enseignement sp\u00e9cifique pour aborder dans leurs futures pratiques la m\u00e9decine digitale et l&rsquo;intelligence   [&hellip;]<\/p>\n\t\t\t\n                                            <div class=\"content-item__content-meta badge-container\">                                                                <div class=\"content-item__dates badge badge--flat badge--dates\">\n                                                        <span class=\"content-item__dates--start badge--dates__start\">\n                                7 octobre 2022                            <\/span>\n                                                                                                        <\/div>\n                                        <span class=\"mhh-mcn-badge mhh-mcn-badge--flat mhh-mcn-badge--time-to-read\">\n    \n<svg width=\"1em\" height=\"1em\" class=\"mh-icon mh-icon--kind-generic mh-icon--name-watch mh-icon--watch\" role=\"img\" aria-labelledby=\"mh-icon-6a31606c7caed-time_to_read\" aria-hidden=\"false\">\n            <title id=\"mh-icon-6a31606c7caed-time_to_read\">\n            time to read        <\/title>\n    \n    \n    <use xlink:href=\"https:\/\/www.msdconnect.be\/fr\/wp-content\/themes\/cex-wpvip-mhh-mconnect-theme-new-3.0\/modules\/icons\/resources\/icons\/svg\/generic\/watch.svg#watch\"><\/use>\n<\/svg>\n    4 min read<\/span>\n                                    <\/div>\n                \t\t<\/div>\n\t\t<div class=\"content-item__content-footer\">\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t<\/div>\n\n    <\/article>\n\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t<\/nav>\n\n    <\/div>\n<\/section>\n\n\n\n<section class=\"wp-block-mconnect-theme-section has-light-grey-background-color has-background sub__entry__content wp-block-mconnect-theme-section--align-full has-red-border-color\">\n\t<div class=\"mhh-mcn-container\">\n\t\t\n\n<nav class=\"wp-block-mconnect-theme-grid \">\n\t<ul class=\"is-grid-layout has-columns has-two-columns has-center-vertical-alignment\" >\n\t\t\n\n<li class=\"wp-block-mconnect-theme-grid-item grid-item has-red-border-color\">\n\t<div class=\"sub__entry__content\">\n\t\t\n\n<h3 class=\"wp-block-heading  mhh-mcn-v1-heading mhh-mcn-v1-heading--f2e50b3d35063c09e80aff9923192fa6\"><strong>\u00c0 la une<\/strong><\/h3>\n\n\t<\/div>\n<\/li>\n\n\n\n<li class=\"wp-block-mconnect-theme-grid-item grid-item has-red-border-color\">\n\t<div class=\"sub__entry__content\">\n\t\t\n\n<div class=\"wp-block-buttons alignright is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-secondary\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.msdconnect.be\/fr\/hospital-connect\/\">Voir plus<\/a><\/div>\n<\/div>\n\n\t<\/div>\n<\/li>\n\n\t<\/ul>\n<\/nav>\n\n\n\n<nav class=\"wp-block-mconnect-theme-queried-content\">\n\t\t\t<ul class=\"is-grid-layout has-columns has-two-columns has-top-vertical-alignment\">\n\t\t\t\t\t\t\t\t\t\t\t\t<li class=\"grid-item\">\n\t\t\t\t\t\t<article\n    class=\"content-item content-item-type-post is-card-style content-item--text-align-center is-display-media-style has-featured-image has-background has-white-background-color has-link post-55930 post type-post status-publish format-standard has-post-thumbnail hentry category-uncategorized\">\n\t\t\t<div class=\"content-item__media-container\">\n\t\t\t<div class=\"content-media\">\n\t\t\t\t<div class=\"content-media__inner\">\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"635\" height=\"475\" src=\"https:\/\/www.msdconnect.be\/fr\/wp-content\/uploads\/sites\/15\/2023\/01\/output-005.jpg?w=635&amp;h=475&amp;crop=1\" class=\"content-media__image\" alt=\"\" srcset=\"https:\/\/www.msdconnect.be\/fr\/wp-content\/uploads\/sites\/15\/2023\/01\/output-005.jpg?resize=180,135 180w, https:\/\/www.msdconnect.be\/fr\/wp-content\/uploads\/sites\/15\/2023\/01\/output-005.jpg?resize=635,475 635w\" sizes=\"auto, (max-width: 635px) 100vw, 635px\" \/>\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\n    \n    <div class=\"content-item__content-container\">\n\t\t<div class=\"content-item__content-body\">\n\t\t\t\t\t\t\t\t\t<header class=\"content-item__header\">\n\t\t\t\t<span\n\t\t\t\t\tclass=\"content-item__content-type content-type  content-type--post\">\n\t\t\t\t\t<span class=\"content-type__icon\">\n                                            <\/span>\n\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t<h2 class=\"content-item__title\" data-enterprise-id=\"currentHeader\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.msdconnect.be\/fr\/2023\/01\/17\/reseaux-hospitaliers-des-synergies-a-developper\/\"\n                            class=\"content-item__title-link\"\n                            target=\"_self\"\n                            rel=\"\"\n\t\t\t\t\t\t\t              >\n                            Re\u0301seaux hospitaliers: des synergies a\u0300 de\u0301velopper                        <\/a>\n\t\t\t\t\t\t\t\t\t<\/h2>\n\t\t\t\t\t\t\t<\/header>\n\t\t\t\n                                            <div class=\"content-item__content-meta badge-container\">                                                                <div class=\"content-item__dates badge badge--flat badge--dates\">\n                                                        <span class=\"content-item__dates--start badge--dates__start\">\n                                17 janvier 2023                            <\/span>\n                                                                                                        <\/div>\n                                        <span class=\"mhh-mcn-badge mhh-mcn-badge--flat mhh-mcn-badge--time-to-read\">\n    \n<svg width=\"1em\" height=\"1em\" class=\"mh-icon mh-icon--kind-generic mh-icon--name-watch mh-icon--watch\" role=\"img\" aria-labelledby=\"mh-icon-6a31606c83abb-time_to_read\" aria-hidden=\"false\">\n            <title id=\"mh-icon-6a31606c83abb-time_to_read\">\n            time to read        <\/title>\n    \n    \n    <use xlink:href=\"https:\/\/www.msdconnect.be\/fr\/wp-content\/themes\/cex-wpvip-mhh-mconnect-theme-new-3.0\/modules\/icons\/resources\/icons\/svg\/generic\/watch.svg#watch\"><\/use>\n<\/svg>\n    4 min read<\/span>\n                                    <\/div>\n                \t\t<\/div>\n\t\t<div class=\"content-item__content-footer\">\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t<\/div>\n\n    <\/article>\n\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li class=\"grid-item\">\n\t\t\t\t\t\t<article\n    class=\"content-item content-item-type-post is-card-style content-item--text-align-center is-display-media-style has-featured-image has-background has-white-background-color has-link post-55922 post type-post status-publish format-standard has-post-thumbnail hentry category-uncategorized\">\n\t\t\t<div class=\"content-item__media-container\">\n\t\t\t<div class=\"content-media\">\n\t\t\t\t<div class=\"content-media__inner\">\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"635\" height=\"475\" src=\"https:\/\/www.msdconnect.be\/fr\/wp-content\/uploads\/sites\/15\/2023\/01\/output-004.jpg?w=635&amp;h=475&amp;crop=1\" class=\"content-media__image\" alt=\"\" srcset=\"https:\/\/www.msdconnect.be\/fr\/wp-content\/uploads\/sites\/15\/2023\/01\/output-004.jpg?resize=180,135 180w, https:\/\/www.msdconnect.be\/fr\/wp-content\/uploads\/sites\/15\/2023\/01\/output-004.jpg?resize=635,475 635w\" sizes=\"auto, (max-width: 635px) 100vw, 635px\" \/>\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\n    \n    <div class=\"content-item__content-container\">\n\t\t<div class=\"content-item__content-body\">\n\t\t\t\t\t\t\t\t\t<header class=\"content-item__header\">\n\t\t\t\t<span\n\t\t\t\t\tclass=\"content-item__content-type content-type  content-type--post\">\n\t\t\t\t\t<span class=\"content-type__icon\">\n                                            <\/span>\n\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t<h2 class=\"content-item__title\" data-enterprise-id=\"currentHeader\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.msdconnect.be\/fr\/2023\/01\/16\/prevention-cancer-quelle-utilite-dune-communication-dans-lhopital\/\"\n                            class=\"content-item__title-link\"\n                            target=\"_self\"\n                            rel=\"\"\n\t\t\t\t\t\t\t              >\n                            Pre\u0301vention cancer: quelle utilite\u0301 d\u2019une communication dans l\u2019ho\u0302pital?                        <\/a>\n\t\t\t\t\t\t\t\t\t<\/h2>\n\t\t\t\t\t\t\t<\/header>\n\t\t\t\n                                            <div class=\"content-item__content-meta badge-container\">                                                                <div class=\"content-item__dates badge badge--flat badge--dates\">\n                                                        <span class=\"content-item__dates--start badge--dates__start\">\n                                16 janvier 2023                            <\/span>\n                                                                                                        <\/div>\n                                        <span class=\"mhh-mcn-badge mhh-mcn-badge--flat mhh-mcn-badge--time-to-read\">\n    \n<svg width=\"1em\" height=\"1em\" class=\"mh-icon mh-icon--kind-generic mh-icon--name-watch mh-icon--watch\" role=\"img\" aria-labelledby=\"mh-icon-6a31606c87626-time_to_read\" aria-hidden=\"false\">\n            <title id=\"mh-icon-6a31606c87626-time_to_read\">\n            time to read        <\/title>\n    \n    \n    <use xlink:href=\"https:\/\/www.msdconnect.be\/fr\/wp-content\/themes\/cex-wpvip-mhh-mconnect-theme-new-3.0\/modules\/icons\/resources\/icons\/svg\/generic\/watch.svg#watch\"><\/use>\n<\/svg>\n    4 min read<\/span>\n                                    <\/div>\n                \t\t<\/div>\n\t\t<div class=\"content-item__content-footer\">\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t<\/div>\n\n    <\/article>\n\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t<\/nav>\n\n\n\n<h3 class=\"wp-block-heading  mhh-mcn-v1-heading mhh-mcn-v1-heading--a1badc995b48941545e8833d22534c43\"><strong>Autres Cat\u00e9gories<\/strong><\/h3>\n\n\n\n<nav class=\"wp-block-mconnect-theme-curated-content \">\n\t<ul class=\"is-grid-layout has-columns has-two-columns has-top-vertical-alignment\" >\n\t\t\n\n\n\n\t<\/ul>\n<\/nav>\n\n    <\/div>\n<\/section>\n","protected":false},"excerpt":{"rendered":"<p>Le d\u00e9veloppement de l\u2019IA (Intelligence Artificielle) dans les h\u00f4pitaux est un enjeu majeur des prochaines ann\u00e9es. En France, une \u00e9tude pouss\u00e9e a \u00e9t\u00e9 men\u00e9e pour mieux en conna\u00eetre sa p\u00e9n\u00e9tration actuel  [&hellip;]<\/p>\n","protected":false},"author":127,"featured_media":8796,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_mhh_sticky_footer_settings":{"entityId":0},"_mhh_sticky_footer_posts":"","_mhh_sticky_footer_expanded":false,"_mhh_mcn_text_direction":"","_mhh_mcn_language":"","_mhh_mcn_left_sidebar_settings":{"entityId":0},"_mhh_mcn_sidebar_settings":{"entityId":0},"mhh_mcn_side_navigation_style":{"fontSize":{"l":"","m":"","s":""},"lineHeight":{"l":1.5,"m":1.5,"s":1.5},"itemColor":"","hoverItemColor":"","currentItemColor":"","borderItemColor":"","backgroundItemHoverColor":"","themeColor":""},"_mhh_mcn_child_page_navigation":{"isActive":false,"isSticky":false},"hide_header":false,"show_top_bar":false,"hide_footer":false,"full_width_layout":false,"icon":null,"job_code":"","hide_featured_image":true,"primary_tag":0,"editor_notices":[],"footnotes":"","sidebar_toogle":0,"sidebar_toogle_notification_warning":true,"sidebar_toogle_notification_alert":true,"content_expiration_sidebar_date":"","content_expiration_sidebar_expired_post_status":"","content_expiration_sidebar_redirection":""},"categories":[1],"tags":[],"ga4_page_audience":[],"ga4_page_birn_id":[],"ga4_page_branding":[],"ga4_page_businessunit":[],"ga4_page_campaign":[],"ga4_page_content_purpose":[],"ga4_page_customer_journey_stage":[],"ga4_page_customer_specialty":[],"ga4_page_experience":[],"ga4_page_indication":[],"ga4_page_material_intent":[1533],"ga4_page_product":[],"ga4_page_region":[],"ga4_page_therapeuticarea":[],"tx-therapeutic-area":[],"tx-product":[],"tx-pathology":[],"tx-content-type":[629],"tx-active-ingredient":[],"mhh-area-of-interest":[],"access":[],"user_status":[],"user_role":[],"class_list":["post-8275","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v23.9 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Quelle place pour l\u2019intelligence artificielle dans la gestion de l\u2019h\u00f4pital ? - MSD Belgium - FR<\/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.msdconnect.be\/fr\/2021\/06\/14\/quelle-place-pour-lintelligence-artificielle-dans-la-gestion-de-lhopital\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Quelle place pour l\u2019intelligence artificielle dans la gestion de l\u2019h\u00f4pital ? - MSD Belgium - FR\" \/>\n<meta property=\"og:description\" content=\"Le d\u00e9veloppement de l\u2019IA (Intelligence Artificielle) dans les h\u00f4pitaux est un enjeu majeur des prochaines ann\u00e9es. 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