{"id":645,"date":"2026-10-23T10:04:45","date_gmt":"2026-10-23T08:04:45","guid":{"rendered":"https:\/\/dali.science\/?page_id=645"},"modified":"2026-10-23T11:59:53","modified_gmt":"2026-10-23T09:59:53","slug":"analyses-avancees-rwe-rwd","status":"publish","type":"page","link":"https:\/\/dali.science\/index.php\/analyses-avancees-rwe-rwd\/","title":{"rendered":"Analyses avanc\u00e9es des Donn\u00e9es en Vie r\u00e9elle"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<div class=\"wp-block-group alignfull dali-offer-page dali-theme-rwe\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-group dali-hero\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<h2 class=\"wp-block-heading dali-title\">Analyses avanc\u00e9es (DSVR \/ RWE \/ RWD)<\/h2>\n\n\n\n<p class=\"dali-lead wp-block-paragraph\">Explorez les donn\u00e9es de sant\u00e9 en vie r\u00e9elle (DSVR) pour comprendre les parcours de soins et anticiper les risques.<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-columns dali-columns is-layout-flex wp-container-core-columns-is-layout-8f761849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:38%\">\n<div class=\"wp-block-group dali-left-card\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<p class=\"dali-side-kicker wp-block-paragraph\">NOS SAVOIR-FAIRE<\/p>\n\n\n\n<p class=\"dali-scope-title wp-block-paragraph\"><strong>Identification par Machine Learning et\/ou Process Mining de :<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list dali-scope-list\">\n<li>Segments de patients<\/li>\n\n\n\n<li>Parcours des patients<\/li>\n\n\n\n<li>S\u00e9quences de traitement<\/li>\n\n\n\n<li>Score pr\u00e9dictif d\u2019un risque<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full dali-illustration\"><img loading=\"lazy\" decoding=\"async\" width=\"291\" height=\"185\" src=\"https:\/\/dali.science\/wp-content\/uploads\/2026\/10\/dali-illustration-rwe.png\" alt=\"Illustration de l\u2019analyse de donn\u00e9es et de la segmentation de patients, issue de la pr\u00e9sentation DALI.\" class=\"wp-image-644\" srcset=\"https:\/\/dali.science\/wp-content\/uploads\/2026\/10\/dali-illustration-rwe.png 291w, https:\/\/dali.science\/wp-content\/uploads\/2026\/10\/dali-illustration-rwe-18x12.png 18w\" sizes=\"auto, (max-width: 291px) 100vw, 291px\" \/><\/figure>\n\n\n\n<div class=\"wp-block-group dali-outcome-box\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<h3 class=\"wp-block-heading dali-outcome-title\">Ces analyses permettent :<\/h3>\n\n\n\n<ul class=\"wp-block-list dali-outcome-list\">\n<li>Caract\u00e9riser les \u00e9v\u00e8nements en vie r\u00e9elle<\/li>\n\n\n\n<li>Anticiper des complications<\/li>\n<\/ul>\n<\/div><\/div>\n<\/div><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:62%\">\n<div class=\"wp-block-group dali-process\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-group dali-process-head\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<h2 class=\"wp-block-heading dali-process-title\">Notre approche<\/h2>\n\n\n\n<p class=\"dali-process-caption wp-block-paragraph\">De la compr\u00e9hension du besoin \u00e0 la valorisation des r\u00e9sultats.<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-group dali-steps\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-group dali-step\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<p class=\"dali-step-number wp-block-paragraph\">01<\/p>\n\n\n\n<div class=\"wp-block-group dali-step-copy\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<h3 class=\"wp-block-heading dali-step-title\">Cadrage<\/h3>\n\n\n\n<ul class=\"wp-block-list dali-step-list\">\n<li>Analyse de votre probl\u00e9matique<\/li>\n\n\n\n<li>Aide \u00e0 la r\u00e9daction du protocole d\u2019\u00e9tude et support m\u00e9thodologique et r\u00e9glementaire<\/li>\n\n\n\n<li>Support \u00e0 la d\u00e9finition des donn\u00e9es n\u00e9cessaires : variables et sources de donn\u00e9es<\/li>\n<\/ul>\n<\/div><\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-group dali-step\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<p class=\"dali-step-number wp-block-paragraph\">02<\/p>\n\n\n\n<div class=\"wp-block-group dali-step-copy\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<h3 class=\"wp-block-heading dali-step-title\">Data management<\/h3>\n\n\n\n<ul class=\"wp-block-list dali-step-list\">\n<li>Analyse de la qualit\u00e9 des donn\u00e9es, nettoyage et standardisation<\/li>\n\n\n\n<li>Rapprochement des donn\u00e9es multi-sources<\/li>\n\n\n\n<li>H\u00e9bergement s\u00e9curis\u00e9 HDS sur Scaleway<\/li>\n<\/ul>\n<\/div><\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-group dali-step\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<p class=\"dali-step-number wp-block-paragraph\">03<\/p>\n\n\n\n<div class=\"wp-block-group dali-step-copy\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<h3 class=\"wp-block-heading dali-step-title\">Analyses<\/h3>\n\n\n\n<ul class=\"wp-block-list dali-step-list\">\n<li>Analyses biostatistiques (classiques &amp; avanc\u00e9es)<\/li>\n\n\n\n<li>Analyses data science : process mining, data mining, machine learning, deep learning, NLP<\/li>\n<\/ul>\n<\/div><\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-group dali-step\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<p class=\"dali-step-number wp-block-paragraph\">04<\/p>\n\n\n\n<div class=\"wp-block-group dali-step-copy\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<h3 class=\"wp-block-heading dali-step-title\">Valorisation<\/h3>\n\n\n\n<ul class=\"wp-block-list dali-step-list\">\n<li>Rapport d\u2019\u00e9tude<\/li>\n\n\n\n<li>Posters, Communications Orales<\/li>\n\n\n\n<li>Publications scientifiques<\/li>\n<\/ul>\n<\/div><\/div>\n<\/div><\/div>\n<\/div><\/div>\n<\/div><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group dali-contact\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-group dali-contact-copy\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<h3 class=\"wp-block-heading dali-contact-title\">Vous avez un projet ?<\/h3>\n\n\n\n<p class=\"dali-contact-text wp-block-paragraph\">\u00c9changeons sur vos donn\u00e9es, vos sc\u00e9narios et vos besoins d\u2019aide \u00e0 la d\u00e9cision.<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-buttons dali-cta-actions is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button dali-cta-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/dali.science\/index.php\/contact-2\/\">Parlons de votre projet \u2197<\/a><\/div>\n<\/div>\n<\/div><\/div>\n<\/div><\/div>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Analyses avanc\u00e9es (DSVR \/ RWE \/ RWD) Explorez les donn\u00e9es de sant\u00e9 en vie r\u00e9elle (DSVR) pour comprendre les parcours de soins et anticiper les risques. NOS SAVOIR-FAIRE Identification par Machine Learning et\/ou Process Mining de : Ces analyses permettent : Notre approche De la compr\u00e9hension du besoin \u00e0 la valorisation des r\u00e9sultats. 01 Cadrage 02 Data management 03 Analyses 04 Valorisation Vous avez un projet ? \u00c9changeons sur vos donn\u00e9es, vos sc\u00e9narios et vos &hellip; <\/p>\n<p class=\"link-more\"><a href=\"https:\/\/dali.science\/index.php\/analyses-avancees-rwe-rwd\/\" class=\"more-link\">Continuer la lecture<span class=\"screen-reader-text\"> de &laquo;&nbsp;Analyses avanc\u00e9es des Donn\u00e9es en Vie r\u00e9elle&nbsp;&raquo;<\/span><\/a><\/p>\n","protected":false},"author":2,"featured_media":0,"parent":0,"menu_order":1,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-645","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.7 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Analyses avanc\u00e9es des Donn\u00e9es en Vie r\u00e9elle -<\/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:\/\/dali.science\/index.php\/analyses-avancees-rwe-rwd\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Analyses avanc\u00e9es des Donn\u00e9es en Vie r\u00e9elle -\" \/>\n<meta property=\"og:description\" content=\"Analyses avanc\u00e9es (DSVR \/ RWE \/ RWD) Explorez les donn\u00e9es de sant\u00e9 en vie r\u00e9elle (DSVR) pour comprendre les parcours de soins et anticiper les risques. NOS SAVOIR-FAIRE Identification par Machine Learning et\/ou Process Mining de : Ces analyses permettent : Notre approche De la compr\u00e9hension du besoin \u00e0 la valorisation des r\u00e9sultats. 01 Cadrage 02 Data management 03 Analyses 04 Valorisation Vous avez un projet ? \u00c9changeons sur vos donn\u00e9es, vos sc\u00e9narios et vos &hellip; Continuer la lecture de &laquo;&nbsp;Analyses avanc\u00e9es des Donn\u00e9es en Vie r\u00e9elle&nbsp;&raquo;\" \/>\n<meta property=\"og:url\" content=\"https:\/\/dali.science\/index.php\/analyses-avancees-rwe-rwd\/\" \/>\n<meta property=\"article:modified_time\" content=\"2026-10-23T09:59:53+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/dali.science\/wp-content\/uploads\/2026\/10\/dali-illustration-rwe.png\" \/>\n\t<meta property=\"og:image:width\" content=\"291\" \/>\n\t<meta property=\"og:image:height\" content=\"185\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"twitter:card\" 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