{"id":145989,"date":"2025-12-31T14:15:49","date_gmt":"2025-12-31T13:15:49","guid":{"rendered":"https:\/\/www.euris.com\/hebergement-donnees-sante\/sana-euris-health-cloud\/"},"modified":"2026-01-13T14:20:40","modified_gmt":"2026-01-13T13:20:40","slug":"sana","status":"publish","type":"page","link":"https:\/\/www.euris.com\/fr\/hebergement-donnees-sante\/sana\/","title":{"rendered":"SANA | Euris Health Cloud"},"content":{"rendered":"<div class=\"wpb-content-wrapper\"><p>[vc_row full_width=\u00a0\u00bbstretch_row\u00a0\u00bb content_placement=\u00a0\u00bbmiddle\u00a0\u00bb el_id=\u00a0\u00bbrow-1&Prime; css=\u00a0\u00bb.vc_custom_1643104280702{padding-top: 130px !important;padding-bottom: 100px !important;}\u00a0\u00bb][vc_column][vc_single_image image=\u00a0\u00bb145561&Prime; img_size=\u00a0\u00bbfull\u00a0\u00bb alignment=\u00a0\u00bbcenter\u00a0\u00bb css=\u00a0\u00bb\u00a0\u00bb css_animation=\u00a0\u00bbslideInUp\u00a0\u00bb][\/vc_column][\/vc_row][vc_row full_width=\u00a0\u00bbstretch_row\u00a0\u00bb equal_height=\u00a0\u00bbyes\u00a0\u00bb content_placement=\u00a0\u00bbmiddle\u00a0\u00bb css=\u00a0\u00bb.vc_custom_1766506117721{padding-top: 30px !important;padding-bottom: 20px !important;}\u00a0\u00bb][vc_column][vc_column_text css=\u00a0\u00bb.vc_custom_1767616240906{margin-top: 50px !important;margin-bottom: 50px !important;}\u00a0\u00bb el_id=\u00a0\u00bbpartieun\u00a0\u00bb]<\/p>\n<div class=\"small-body title-h2\" style=\"text-align: center;\"><span style=\"color: #0ea6db;\">SANA : une plateforme s\u00e9curis\u00e9e pour les \u00e9tudes multicentriques et l\u2019analyse collaborative de donn\u00e9es de sant\u00e9<\/span><\/div>\n<p>[\/vc_column_text][\/vc_column][\/vc_row][vc_row full_width=\u00a0\u00bbstretch_row\u00a0\u00bb equal_height=\u00a0\u00bbyes\u00a0\u00bb content_placement=\u00a0\u00bbmiddle\u00a0\u00bb css=\u00a0\u00bb.vc_custom_1766505966886{padding-top: 20px !important;padding-bottom: 20px !important;}\u00a0\u00bb][vc_column width=\u00a0\u00bb1\/2&Prime;][vc_column_text css=\u00a0\u00bb.vc_custom_1767123245056{padding-right: 10% !important;padding-left: 10% !important;}\u00a0\u00bb]<span style=\"font-size: 16px;\">SANA propose un cadre juridique r\u00e8glementaire s\u00e9curis\u00e9 pour favoriser la collaboration entre diff\u00e9rents acteurs ou \u00e9tablissements.<\/span><\/p>\n<p><span style=\"font-size: 16px;\">Il est d\u00e9sormais possible de collaborer avec d\u2019autres acteurs dans le cadre d\u2019une \u00e9tude multicentrique, sans avoir \u00e0 partager vos donn\u00e9es ni \u00e0 modifier l\u2019infrastructure de votre Entrep\u00f4t de Donn\u00e9es de Sant\u00e9 (EDS). Cette approche garantit la confidentialit\u00e9 des donn\u00e9es tout en pr\u00e9servant votre environnement technique d\u2019origine.<\/span>[\/vc_column_text][\/vc_column][vc_column width=\u00a0\u00bb1\/2&Prime;][vc_single_image image=\u00a0\u00bb145577&Prime; img_size=\u00a0\u00bbfull\u00a0\u00bb alignment=\u00a0\u00bbcenter\u00a0\u00bb css=\u00a0\u00bb\u00a0\u00bb el_class=\u00a0\u00bbfirst\u00a0\u00bb][\/vc_column][\/vc_row][vc_row full_width=\u00a0\u00bbstretch_row\u00a0\u00bb equal_height=\u00a0\u00bbyes\u00a0\u00bb content_placement=\u00a0\u00bbmiddle\u00a0\u00bb css=\u00a0\u00bb.vc_custom_1766506117721{padding-top: 30px !important;padding-bottom: 20px !important;}\u00a0\u00bb][vc_column][vc_column_text css=\u00a0\u00bb.vc_custom_1767123186314{padding-top: 50px !important;padding-bottom: 60px !important;}\u00a0\u00bb]<\/p>\n<div class=\"small-body title-h2\" style=\"text-align: center;\"><span style=\"color: #0ea6db;\">Comment fonctionne la plateforme SANA ?<\/span><\/div>\n<p>[\/vc_column_text][vc_single_image image=\u00a0\u00bb145586&Prime; img_size=\u00a0\u00bbfull\u00a0\u00bb alignment=\u00a0\u00bbcenter\u00a0\u00bb css=\u00a0\u00bb\u00a0\u00bb][vc_column_text css=\u00a0\u00bb.vc_custom_1767123053809{margin-top: 50px !important;margin-bottom: 50px !important;padding-right: 10% !important;padding-left: 10% !important;}\u00a0\u00bb]<span style=\"font-size: 16px;\">SANA est un environnement de stockage et de travail conforme et s\u00e9curis\u00e9 permettant le traitement et l\u2019analyse sur les donn\u00e9es de sant\u00e9 \u00e0 caract\u00e8re personnel. Les acteurs des \u00e9tudes multicentriques r\u00e9alisent une extraction des donn\u00e9es n\u00e9cessaires de leurs EDS et les transf\u00e8rent dans la plateforme SANA.<\/span><\/p>\n<p><span style=\"font-size: 16px;\">L\u2019architecture de la plateforme est co-construite avec les porteurs de projet et Euris. La plateforme est d\u00e9compos\u00e9e en espaces de travail priv\u00e9s dans lesquels les donn\u00e9es sont stock\u00e9es et cloisonn\u00e9es les unes des autres. Chaque espace contient l\u2019outil Federated Learning qui permet la r\u00e9alisation des \u00e9tudes multicentriques.<\/span>[\/vc_column_text][\/vc_column][\/vc_row][vc_row full_width=\u00a0\u00bbstretch_row\u00a0\u00bb equal_height=\u00a0\u00bbyes\u00a0\u00bb content_placement=\u00a0\u00bbmiddle\u00a0\u00bb css=\u00a0\u00bb.vc_custom_1767122634770{padding-top: 50px !important;padding-bottom: 60px !important;background-color: #F5F5F5 !important;}\u00a0\u00bb][vc_column thegem_content_alignment=\u00a0\u00bbcenter\u00a0\u00bb][vc_column_text css=\u00a0\u00bb\u00a0\u00bb]<\/p>\n<div class=\"small-body title-h2\" style=\"text-align: center;\"><span style=\"color: #0ea6db;\">SANA r\u00e9pond \u00e0 plusieurs objectifs<\/span><\/div>\n<p>[\/vc_column_text][\/vc_column][\/vc_row][vc_row full_width=\u00a0\u00bbstretch_row\u00a0\u00bb equal_height=\u00a0\u00bbyes\u00a0\u00bb content_placement=\u00a0\u00bbmiddle\u00a0\u00bb css=\u00a0\u00bb.vc_custom_1767122973360{padding-top: 70px !important;padding-bottom: 80px !important;}\u00a0\u00bb][vc_column][vc_column_text css=\u00a0\u00bb.vc_custom_1767122937874{padding-right: 10% !important;padding-left: 10% !important;}\u00a0\u00bb]<span style=\"font-size: 16px;\">La finalit\u00e9 de la plateforme SANA est de proposer un outil favorisant la r\u00e9alisation d\u2019\u00e9tudes multicentriques par la collecte de donn\u00e9es enrichies sp\u00e9cifiquement et individuellement par chaque porteur de projet\/d\u00e9tenteur des donn\u00e9es dans un espace commun de donn\u00e9es partag\u00e9es, destin\u00e9s \u00e0 :<\/span>[\/vc_column_text][\/vc_column][\/vc_row][vc_row full_width=\u00a0\u00bbstretch_row\u00a0\u00bb equal_height=\u00a0\u00bbyes\u00a0\u00bb content_placement=\u00a0\u00bbmiddle\u00a0\u00bb el_id=\u00a0\u00bbrow-5&Prime; css=\u00a0\u00bb.vc_custom_1767124213942{padding-top: 80px !important;padding-bottom: 80px !important;}\u00a0\u00bb][vc_column width=\u00a0\u00bb2\/5&Prime;][vc_single_image image=\u00a0\u00bb145918&Prime; img_size=\u00a0\u00bbfull\u00a0\u00bb alignment=\u00a0\u00bbcenter\u00a0\u00bb css=\u00a0\u00bb\u00a0\u00bb][vc_single_image image=\u00a0\u00bb145921&Prime; img_size=\u00a0\u00bbfull\u00a0\u00bb alignment=\u00a0\u00bbcenter\u00a0\u00bb css=\u00a0\u00bb\u00a0\u00bb][\/vc_column][vc_column width=\u00a0\u00bb1\/5&Prime; thegem_content_alignment=\u00a0\u00bbcenter\u00a0\u00bb][vc_single_image image=\u00a0\u00bb145598&Prime; img_size=\u00a0\u00bbfull\u00a0\u00bb alignment=\u00a0\u00bbcenter\u00a0\u00bb css=\u00a0\u00bb\u00a0\u00bb][\/vc_column][vc_column width=\u00a0\u00bb2\/5&Prime;][vc_single_image image=\u00a0\u00bb145925&Prime; img_size=\u00a0\u00bbfull\u00a0\u00bb alignment=\u00a0\u00bbcenter\u00a0\u00bb css=\u00a0\u00bb\u00a0\u00bb][vc_single_image image=\u00a0\u00bb145928&Prime; img_size=\u00a0\u00bbfull\u00a0\u00bb alignment=\u00a0\u00bbcenter\u00a0\u00bb css=\u00a0\u00bb\u00a0\u00bb][\/vc_column][\/vc_row][vc_row full_width=\u00a0\u00bbstretch_row\u00a0\u00bb equal_height=\u00a0\u00bbyes\u00a0\u00bb content_placement=\u00a0\u00bbmiddle\u00a0\u00bb css=\u00a0\u00bb.vc_custom_1767122752868{padding-top: 50px !important;padding-bottom: 60px !important;}\u00a0\u00bb][vc_column][vc_single_image image=\u00a0\u00bb145625&Prime; img_size=\u00a0\u00bb490&#215;363&Prime; alignment=\u00a0\u00bbcenter\u00a0\u00bb css=\u00a0\u00bb\u00a0\u00bb][\/vc_column][\/vc_row][vc_row full_width=\u00a0\u00bbstretch_row\u00a0\u00bb equal_height=\u00a0\u00bbyes\u00a0\u00bb content_placement=\u00a0\u00bbmiddle\u00a0\u00bb css=\u00a0\u00bb.vc_custom_1767122582250{padding-top: 50px !important;padding-bottom: 60px !important;background-color: #F5F5F5 !important;}\u00a0\u00bb][vc_column thegem_content_alignment=\u00a0\u00bbcenter\u00a0\u00bb][vc_column_text css=\u00a0\u00bb.vc_custom_1767122591524{padding-right: 10% !important;padding-left: 10% !important;}\u00a0\u00bb]<\/p>\n<p style=\"text-align: center; font-size: 18px;\">SANA est la premi\u00e8re plateforme d\u2019\u00e9tudes multicentriques qui vous permet de mener vos recherches cliniques sans partager vos donn\u00e9es<\/p>\n<p>[\/vc_column_text][\/vc_column][\/vc_row][vc_row full_width=\u00a0\u00bbstretch_row\u00a0\u00bb css=\u00a0\u00bb.vc_custom_1767118134359{margin-top: 50px !important;margin-bottom: 50px !important;background-color: #ffffff !important;}\u00a0\u00bb][vc_column][vc_single_image image=\u00a0\u00bb145872&Prime; img_size=\u00a0\u00bbfull\u00a0\u00bb alignment=\u00a0\u00bbcenter\u00a0\u00bb css=\u00a0\u00bb\u00a0\u00bb][\/vc_column][\/vc_row][vc_row full_width=\u00a0\u00bbstretch_row\u00a0\u00bb content_placement=\u00a0\u00bbmiddle\u00a0\u00bb css=\u00a0\u00bb.vc_custom_1767122556074{padding-top: 50px !important;padding-bottom: 60px !important;background-color: #F5F5F5 !important;}\u00a0\u00bb][vc_column thegem_content_alignment=\u00a0\u00bbcenter\u00a0\u00bb][vc_column_text css=\u00a0\u00bb\u00a0\u00bb]<\/p>\n<div class=\"small-body title-h2\" style=\"text-align: center;\"><span style=\"color: #0ea6db;\">Qu\u2019est-ce que le Federated Learning ?<\/span><\/div>\n<p>[\/vc_column_text][\/vc_column][\/vc_row][vc_row full_width=\u00a0\u00bbstretch_row\u00a0\u00bb equal_height=\u00a0\u00bbyes\u00a0\u00bb content_placement=\u00a0\u00bbmiddle\u00a0\u00bb css=\u00a0\u00bb.vc_custom_1767123366524{padding-top: 50px !important;padding-bottom: 80px !important;}\u00a0\u00bb][vc_column][vc_column_text css=\u00a0\u00bb.vc_custom_1767123313983{margin-top: 50px !important;margin-bottom: 50px !important;padding-right: 10% !important;padding-left: 10% !important;}\u00a0\u00bb]<span style=\"font-size: 16px;\">Le Federated Learning ou apprentissage f\u00e9d\u00e9r\u00e9 est une technologie permettant \u00e0 plusieurs parties distantes d&rsquo;entra\u00eener de mani\u00e8re collaborative un mod\u00e8le (IA) d&rsquo;apprentissage automatique unique sans partager des donn\u00e9es.<\/span><\/p>\n<p><span style=\"font-size: 16px;\">Chaque partie entra\u00eene un mod\u00e8le local avec un jeu de donn\u00e9es priv\u00e9. Seul le mod\u00e8le local est envoy\u00e9 au n\u0153ud central pour am\u00e9liorer la qualit\u00e9 du mod\u00e8le global qui b\u00e9n\u00e9ficie \u00e0 toutes les parties. Ce processus d\u2019entrainement va se r\u00e9p\u00e9ter jusqu\u2019\u00e0 satisfaction des diff\u00e9rentes parties.<\/span><br \/>\n[\/vc_column_text][vc_single_image image=\u00a0\u00bb145876&Prime; img_size=\u00a0\u00bb593&#215;313&Prime; alignment=\u00a0\u00bbcenter\u00a0\u00bb css=\u00a0\u00bb\u00a0\u00bb][\/vc_column][\/vc_row][vc_row full_width=\u00a0\u00bbstretch_row\u00a0\u00bb equal_height=\u00a0\u00bbyes\u00a0\u00bb content_placement=\u00a0\u00bbmiddle\u00a0\u00bb css=\u00a0\u00bb.vc_custom_1767123394486{padding-top: 30px !important;padding-bottom: 80px !important;}\u00a0\u00bb][vc_column width=\u00a0\u00bb1\/2&Prime;][vc_column_text css=\u00a0\u00bb.vc_custom_1767123325666{margin-top: 50px !important;margin-bottom: 50px !important;padding-right: 10% !important;padding-left: 10% !important;}\u00a0\u00bb]<span style=\"font-size: 16px;\">Cette plateforme propos\u00e9e par Euris est \u00e0 destination des acteurs du priv\u00e9 et\/ou du public, tel que des \u00e9tablissements de sant\u00e9, des instituts ou des centres de recherche, des groupements de coop\u00e9ration sanitaire, des groupements d\u2019int\u00e9r\u00eat public, des fabricants de produits de sant\u00e9 (m\u00e9dicaments, dispositifs m\u00e9dicaux, etc.), des fabricants de cosm\u00e9tiques, des groupement de pharmacies ou de soci\u00e9t\u00e9s accompagnant les acteurs de la sant\u00e9 qui pourront, apr\u00e8s l\u2019accomplissement des formalit\u00e9s pr\u00e9alables pr\u00e9vues par la r\u00e9glementation r\u00e9aliser des \u00e9tudes multicentriques \u00ab\u00a0cl\u00e9 en main\u00a0\u00bb que ce soit en utilisant un espace de travail partag\u00e9 ou un espace de travail s\u00e9curis\u00e9. Dans le cadre de ces espaces de travail, les d\u00e9tenteurs de donn\u00e9es seront consid\u00e9r\u00e9s comme responsable de traitement.<\/span>[\/vc_column_text][\/vc_column][vc_column width=\u00a0\u00bb1\/2&Prime;][vc_single_image image=\u00a0\u00bb145884&Prime; img_size=\u00a0\u00bbfull\u00a0\u00bb alignment=\u00a0\u00bbcenter\u00a0\u00bb css=\u00a0\u00bb\u00a0\u00bb][\/vc_column][\/vc_row][vc_row full_width=\u00a0\u00bbstretch_row\u00a0\u00bb content_placement=\u00a0\u00bbmiddle\u00a0\u00bb el_id=\u00a0\u00bbfinal-row\u00a0\u00bb css=\u00a0\u00bb.vc_custom_1767122435310{padding-top: 30px !important;padding-bottom: 30px !important;}\u00a0\u00bb][vc_column]<style type=\"text\/css\">.thegem-button-69d1100b0ace8269 .gem-button {text-transform: none;}.thegem-button-69d1100b0ace8269 .gem-button svg {fill: #FFFFFF;}.thegem-button-69d1100b0ace8269 .gem-button:hover svg {fill: #FFFFFF;}<\/style><div class=\"gem-button-container gem-button-position-center thegem-button-69d1100b0ace8269    \"  ><a title=\"Contact\" class=\"gem-button gem-button-size-medium gem-button-style-flat gem-button-text-weight-normal gem-button-icon-position-right gem-button-no-uppercase\" data-ll-effect=\"drop-right-without-wrap\" style=\"border-radius: 0px;background-color: #0071BC;color: #FFFFFF;\" onmouseleave=\"this.style.backgroundColor='#0071BC';this.style.color='#FFFFFF';\" onmouseenter=\"this.style.backgroundColor='#015D9A';this.style.color='#FFFFFF';\" href=\"https:\/\/www.euris.com\/contact\/\" target=\"_self\">Demande de RDV<i class=\"gem-print-icon gem-icon-pack-elegant \">&#x26;<\/i><\/a><\/div> [\/vc_column][\/vc_row]<\/p>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>[vc_row full_width=\u00a0\u00bbstretch_row\u00a0\u00bb content_placement=\u00a0\u00bbmiddle\u00a0\u00bb el_id=\u00a0\u00bbrow-1&Prime; css=\u00a0\u00bb.vc_custom_1643104280702{padding-top: 130px !important;padding-bottom: 100px !important;}\u00a0\u00bb][vc_column][vc_single_image image=\u00a0\u00bb145561&Prime; img_size=\u00a0\u00bbfull\u00a0\u00bb alignment=\u00a0\u00bbcenter\u00a0\u00bb css=\u00a0\u00bb\u00a0\u00bb css_animation=\u00a0\u00bbslideInUp\u00a0\u00bb][\/vc_column][\/vc_row][vc_row full_width=\u00a0\u00bbstretch_row\u00a0\u00bb equal_height=\u00a0\u00bbyes\u00a0\u00bb content_placement=\u00a0\u00bbmiddle\u00a0\u00bb css=\u00a0\u00bb.vc_custom_1766506117721{padding-top: 30px !important;padding-bottom: 20px !important;}\u00a0\u00bb][vc_column][vc_column_text css=\u00a0\u00bb.vc_custom_1767616240906{margin-top: 50px !important;margin-bottom: 50px !important;}\u00a0\u00bb el_id=\u00a0\u00bbpartieun\u00a0\u00bb] SANA : une plateforme s\u00e9curis\u00e9e pour les \u00e9tudes multicentriques et l\u2019analyse collaborative de donn\u00e9es de sant\u00e9 [\/vc_column_text][\/vc_column][\/vc_row][vc_row full_width=\u00a0\u00bbstretch_row\u00a0\u00bb equal_height=\u00a0\u00bbyes\u00a0\u00bb content_placement=\u00a0\u00bbmiddle\u00a0\u00bb css=\u00a0\u00bb.vc_custom_1766505966886{padding-top: 20px !important;padding-bottom: 20px !important;}\u00a0\u00bb][vc_column width=\u00a0\u00bb1\/2&Prime;][vc_column_text css=\u00a0\u00bb.vc_custom_1767123245056{padding-right: 10% !important;padding-left: 10% !important;}\u00a0\u00bb]SANA propose un cadre juridique r\u00e8glementaire s\u00e9curis\u00e9 pour favoriser la collaboration entre diff\u00e9rents acteurs ou \u00e9tablissements. Il est d\u00e9sormais possible de collaborer avec d\u2019autres acteurs dans le cadre d\u2019une \u00e9tude multicentrique, sans avoir \u00e0 partager vos donn\u00e9es ni \u00e0 modifier l\u2019infrastructure de votre Entrep\u00f4t de Donn\u00e9es de Sant\u00e9 (EDS). Cette approche garantit la confidentialit\u00e9 des donn\u00e9es tout en pr\u00e9servant votre environnement technique d\u2019origine.[\/vc_column_text][\/vc_column][vc_column width=\u00a0\u00bb1\/2&Prime;][vc_single_image&#8230;<\/p>\n","protected":false},"author":13,"featured_media":105100,"parent":30661,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-145989","page","type-page","status-publish","has-post-thumbnail"],"_links":{"self":[{"href":"https:\/\/www.euris.com\/fr\/wp-json\/wp\/v2\/pages\/145989","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.euris.com\/fr\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.euris.com\/fr\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.euris.com\/fr\/wp-json\/wp\/v2\/users\/13"}],"replies":[{"embeddable":true,"href":"https:\/\/www.euris.com\/fr\/wp-json\/wp\/v2\/comments?post=145989"}],"version-history":[{"count":6,"href":"https:\/\/www.euris.com\/fr\/wp-json\/wp\/v2\/pages\/145989\/revisions"}],"predecessor-version":[{"id":146279,"href":"https:\/\/www.euris.com\/fr\/wp-json\/wp\/v2\/pages\/145989\/revisions\/146279"}],"up":[{"embeddable":true,"href":"https:\/\/www.euris.com\/fr\/wp-json\/wp\/v2\/pages\/30661"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.euris.com\/fr\/wp-json\/wp\/v2\/media\/105100"}],"wp:attachment":[{"href":"https:\/\/www.euris.com\/fr\/wp-json\/wp\/v2\/media?parent=145989"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}