{"id":2335,"date":"2023-05-11T19:43:38","date_gmt":"2023-05-11T18:43:38","guid":{"rendered":"http:\/\/bioscom.onpressidium.com\/recherche\/"},"modified":"2026-01-27T14:59:31","modified_gmt":"2026-01-27T13:59:31","slug":"recherche","status":"publish","type":"page","link":"https:\/\/bioserenity.com\/fr\/recherche\/","title":{"rendered":"Recherche"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"2335\" class=\"elementor elementor-2335 elementor-158\" data-elementor-post-type=\"page\">\n\t\t\t\t<div class=\"elementor-element elementor-element-90f216f e-flex e-con-boxed e-con e-parent\" data-id=\"90f216f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7cdbed9 elementor-widget elementor-widget-heading\" data-id=\"7cdbed9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Experts de premier plan en mati\u00e8re de validation d'appareils, vaste base de donn\u00e9es en conditions r\u00e9elles<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-957171b e-flex e-con-boxed e-con e-parent\" data-id=\"957171b\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-695fe2e elementor-widget elementor-widget-heading\" data-id=\"695fe2e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Nos recherches<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-29b5286 elementor-widget elementor-widget-text-editor\" data-id=\"29b5286\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Notre Large Brain Model et nos biomarqueurs permettent de faire de nouvelles d\u00e9couvertes en neurologie.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-49adfc7 e-flex e-con-boxed e-con e-parent\" data-id=\"49adfc7\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5753adb elementor-widget elementor-widget-n-accordion\" data-id=\"5753adb\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;default_state&quot;:&quot;expanded&quot;,&quot;max_items_expended&quot;:&quot;one&quot;,&quot;n_accordion_animation_duration&quot;:{&quot;unit&quot;:&quot;ms&quot;,&quot;size&quot;:400,&quot;sizes&quot;:[]}}\" data-widget_type=\"nested-accordion.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"e-n-accordion\" aria-label=\"Accordion. Open links with Enter or Space, close with Escape, and navigate with Arrow Keys\">\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-9150\" class=\"e-n-accordion-item\" open>\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"1\" tabindex=\"0\" aria-expanded=\"true\" aria-controls=\"e-n-accordion-item-9150\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> 2026 <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><i aria-hidden=\"true\" class=\"fas fa-minus\"><\/i><\/span>\n\t\t\t<span class='e-closed'><i aria-hidden=\"true\" class=\"fas fa-plus\"><\/i><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-9150\" class=\"elementor-element elementor-element-eebbe2c e-flex e-con-boxed e-con e-child\" data-id=\"eebbe2c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-9150\" class=\"elementor-element elementor-element-519c8d6 e-con-full e-flex e-con e-child\" data-id=\"519c8d6\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8fbbe6b elementor-widget elementor-widget-heading\" data-id=\"8fbbe6b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/arxiv.org\/abs\/2505.21507\" target=\"_blank\">Un mod\u00e8le multimodal de base du sommeil pour la pr\u00e9diction des maladies<\/a><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0c4e30a elementor-widget elementor-widget-text-editor\" data-id=\"0c4e30a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Papier<\/p><p>Rahul Thapa, Magnus Ruud Kjaer, Bryan He, Ian Covert, Hyatt Moore IV, Umaer Hanif, Gauri Ganjoo, M. Brandon Westover, Poul Jennum, Andreas Brink-Kjaer, Emmanuel Mignot &amp; James Zou<\/p><p><i>Nat Med<\/i> (2026). <a href=\"https:\/\/doi.org\/10.1038\/s41591-025-04133-4\" target=\"_blank\" rel=\"noopener\">https:\/\/doi.org\/10.1038\/s41591-025-04133-4<\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-9151\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"2\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-9151\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> 2025 <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><i aria-hidden=\"true\" class=\"fas fa-minus\"><\/i><\/span>\n\t\t\t<span class='e-closed'><i aria-hidden=\"true\" class=\"fas fa-plus\"><\/i><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-9151\" class=\"elementor-element elementor-element-c15dea9 e-con-full e-flex e-con e-child\" data-id=\"c15dea9\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-9151\" class=\"elementor-element elementor-element-80f6e1e e-flex e-con-boxed e-con e-child\" data-id=\"80f6e1e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-9151\" class=\"elementor-element elementor-element-8d81e6f e-con-full e-flex e-con e-child\" data-id=\"8d81e6f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8cffdab elementor-widget elementor-widget-heading\" data-id=\"8cffdab\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/arxiv.org\/abs\/2505.21507\" target=\"_blank\">Mod\u00e8les de base de l'EEG<\/a><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8b7e211 elementor-widget elementor-widget-text-editor\" data-id=\"8b7e211\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Pr\u00e9sentation orale<strong><br><\/strong><\/p><p>Ulysse Gimenez<\/p><p>Journ\u00e9e de la sant\u00e9 AWS, 2025 novembre, Paris<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b99492e elementor-widget elementor-widget-heading\" data-id=\"b99492e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/arxiv.org\/abs\/2505.21507\" target=\"_blank\">Exploitation des mod\u00e8les de base EEG auto-supervis\u00e9s pour des diagnostics neurologiques efficaces en termes de donn\u00e9es et cliniquement robustes<\/a><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-eb84216 elementor-widget elementor-widget-text-editor\" data-id=\"eb84216\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Pr\u00e9sentation orale<strong><br><\/strong><\/p><p>Guillaume Jubien, Ruggero Bettinardi, Aurore Bussalb, Mohamed Rahmouni, Francois Le Gac, Ulysse Gimenez<\/p><p>AI for Health, Nov. 2025, Paris &#8211; Prix du meilleur r\u00e9sum\u00e9 scientifique<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-9151\" class=\"elementor-element elementor-element-6d99368 e-flex e-con-boxed e-con e-child\" data-id=\"6d99368\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d206fdd elementor-widget elementor-widget-heading\" data-id=\"d206fdd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/arxiv.org\/abs\/2505.21507\" target=\"_blank\">L'impact clinique des mouvements p\u00e9riodiques des membres : Sous-reconnaissance dans les troubles respiratoires du sommeil et associations avec des r\u00e9sultats cl\u00e9s chez 493 085 patients<\/a><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8f1b675 elementor-widget elementor-widget-text-editor\" data-id=\"8f1b675\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Papier<strong><br><\/strong>Yoel Green, Umaer Hanif, Katie Cederberg, Hyatt Moore, Ulysse Gimenez, Emmanuel Mignot  <\/p><p>Sleep (mai 2025) <a href=\"https:\/\/doi.org\/10.1093\/sleep\/zsaf090.0492\" target=\"_blank\" rel=\"noopener\">DOI : 10.1093\/sleep\/zsaf090.0900<\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-9151\" class=\"elementor-element elementor-element-aa05c8c e-flex e-con-boxed e-con e-child\" data-id=\"aa05c8c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c661c81 elementor-widget elementor-widget-heading\" data-id=\"c661c81\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/arxiv.org\/abs\/2505.21507\" target=\"_blank\">D\u00e9tection automatique d'EEG cliniques anormaux : comparaison d'un mod\u00e8le de base finement ajust\u00e9 avec deux mod\u00e8les d'apprentissage profond.<\/a><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-979f772 elementor-widget elementor-widget-text-editor\" data-id=\"979f772\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Paper<br><strong>Aurore Bussalb, Fran\u00e7ois Le Gac, Guillaume Jubien, Mohamed Rahmouni, Ruggero G. Bettinardi, Pedro Marinho R. de Oliveira, <\/strong>Phillipe Derambure, Nicolas Gaspard, Jacques Jonas, Louis Maillard, Laurent Vercueil<strong>, Herv\u00e9 Vespignani, Philippe Laval, Laurent Koessler, Ulysse Gimenez <\/strong>  <\/p><p><em>arXiv, mai 2025 (soumis)<\/em> <\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-9151\" class=\"elementor-element elementor-element-4c87e00 e-flex e-con-boxed e-con e-child\" data-id=\"4c87e00\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a4b81ce elementor-widget elementor-widget-heading\" data-id=\"a4b81ce\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/arxiv.org\/abs\/2503.10362\" target=\"_blank\">BIOSerenity-E1 : un mod\u00e8le EEG auto-supervis\u00e9 pour des applications m\u00e9dicales <\/a><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dc5e886 elementor-widget elementor-widget-text-editor\" data-id=\"dc5e886\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Papier<\/p><p><strong>Ruggero G. Bettinardi\u2020, Mohamed Rahmouni\u2020, Ulysse Gimenez (\u2020<\/strong><em>ont contribu\u00e9 \u00e0 parts \u00e9gales)<\/em> <\/p><p><em>arXiv, mars 2025<\/em> <\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-9151\" class=\"elementor-element elementor-element-d3d8400 e-flex e-con-boxed e-con e-child\" data-id=\"d3d8400\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2de1dbb elementor-widget elementor-widget-heading\" data-id=\"2de1dbb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/pubmed.ncbi.nlm.nih.gov\/39974074\/\" target=\"_blank\">Un mod\u00e8le de fondation multimodal d\u00e9velopp\u00e9 \u00e0 partir de 500 000 heures d'enregistrement du sommeil pour la pr\u00e9diction des maladies<\/a><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-115b55d elementor-widget elementor-widget-text-editor\" data-id=\"115b55d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Article<br>Rahul Thapa, Magnus Ruud Kj\u00e6r, Bryan He, Ian Covert, Hyatt Moore, <strong>Umaer Hanif,<\/strong> Gauri Ganjoo, M. Brandon Westover, Poul Jennum, Andreas Brink-Kj\u00e6r, Emmanuel Mignot, James Zou <br><em>Sleep MedRxiv, Feb 2025<\/em> <\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-9151\" class=\"elementor-element elementor-element-7a17dce e-flex e-con-boxed e-con e-child\" data-id=\"7a17dce\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f0e3254 elementor-widget elementor-widget-heading\" data-id=\"f0e3254\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/academic.oup.com\/sleep\/article\/47\/Supplement_1\/A160\/7654237\" target=\"_blank\">L'utilisation de l'Odds Ratio Product (ORP) et des donn\u00e9es autod\u00e9clar\u00e9es pour d\u00e9tecter l'insomnie et l'apn\u00e9e du sommeil comorbides<\/a><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6f1ebfc elementor-widget elementor-widget-text-editor\" data-id=\"6f1ebfc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Papier<\/p><p><strong>Umaer Hanif,<\/strong> Veronica Guadagni, Kari Lambing, <strong>Ulysse Gimenez,<\/strong> Poul Jennum, Alexander Sweetman, <strong>Vincent Mysliwiec<\/strong> <br><strong><em>Soumis dans Sleep<\/em><\/strong><em> (f\u00e9vrier 2025)<\/em><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-9151\" class=\"elementor-element elementor-element-31d7a34 e-con-full e-flex e-con e-child\" data-id=\"31d7a34\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f397682 elementor-widget elementor-widget-heading\" data-id=\"f397682\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/arxiv.org\/abs\/2505.21507\" target=\"_blank\">Mod\u00e8les de base de l'EEG<\/a><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-61d67cc elementor-widget elementor-widget-text-editor\" data-id=\"61d67cc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Pr\u00e9sentation orale<strong><br><\/strong><\/p><p>Ulysse Gimenez<\/p><p>Journ\u00e9e de la sant\u00e9 AWS, 2025 novembre, Paris<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-9152\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"3\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-9152\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> 2024 <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><i aria-hidden=\"true\" class=\"fas fa-minus\"><\/i><\/span>\n\t\t\t<span class='e-closed'><i aria-hidden=\"true\" class=\"fas fa-plus\"><\/i><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-9152\" class=\"elementor-element elementor-element-48d1411 e-con-full e-flex e-con e-child\" data-id=\"48d1411\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-9152\" class=\"elementor-element elementor-element-36fe872 e-con-full e-flex e-con e-child\" data-id=\"36fe872\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0de06dd elementor-widget elementor-widget-heading\" data-id=\"0de06dd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/www.sciencedirect.com\/science\/article\/abs\/pii\/S1769449325000962\" target=\"_blank\">Algorithme de haute performance de classification des \u00e9tats du sommeil chez l'enfant (6-18 ans)  <\/a><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f4046eb elementor-widget elementor-widget-text-editor\" data-id=\"f4046eb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Affiche<\/p><p><strong>Gautier Artru, Pedro Marinho, Guillaume Jubien, Maxime Elbaz<\/strong>, Aurore Guyon, Patricia Franco<strong>, Ulysse Gimenez<\/strong> <\/p><p><em>Le congr\u00e8s du Sommeil, Lille, Nov. 2024<\/em> <\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-9152\" class=\"elementor-element elementor-element-eb0b881 e-con-full e-flex e-con e-child\" data-id=\"eb0b881\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3caffb8 elementor-widget elementor-widget-heading\" data-id=\"3caffb8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/www.sciencedirect.com\/science\/article\/abs\/pii\/S1769449325001797\" target=\"_blank\">Identifier la COMISA \u00e0 l'aide de biomarqueurs EEG et de r\u00e9sultats auto-d\u00e9clar\u00e9s  <\/a><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bf13fcd elementor-widget elementor-widget-text-editor\" data-id=\"bf13fcd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Affiche<\/p><p><strong>Umaer Hanif, <\/strong>Veronica Guadagni, Kari Lambing,<strong> Ulysse Gimenez, <\/strong>Poul Jennum, Alexander Sweetman, Magdy Younes,<strong> Vincent Mysliwiec<\/strong> <\/p><p><em>Le congr\u00e8s du Sommeil, Lille, Nov. 2024<\/em> <\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-9152\" class=\"elementor-element elementor-element-ab2ee43 e-con-full e-flex e-con e-child\" data-id=\"ab2ee43\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8155673 elementor-widget elementor-widget-heading\" data-id=\"8155673\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/pubmed.ncbi.nlm.nih.gov\/39210704\/\" target=\"_blank\">Associations entre les parasomnies d\u00e9clar\u00e9es et les maladies psychiatriques chez 370 000 patients souffrant de troubles du sommeil  <\/a><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-94d70d7 elementor-widget elementor-widget-text-editor\" data-id=\"94d70d7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Papier<\/p><p><strong>Umaer Hanif, Alyssa Cairns, Vincent Mysliwiec, Ulysse Gimenez, Maxime Elbaz<\/strong> et Emmanuel Mignot<em> <\/em> <\/p><p><em>Psychiatrie et neurosciences cliniques  <\/em> <\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-9152\" class=\"elementor-element elementor-element-29a1833 e-con-full e-flex e-con e-child\" data-id=\"29a1833\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-130b3b5 elementor-widget elementor-widget-heading\" data-id=\"130b3b5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/academic.oup.com\/sleep\/article\/47\/Supplement_1\/A160\/7654237\" target=\"_blank\">Performance de l'algorithme USleep sur un ensemble de donn\u00e9es de validation de polysomnogrammes sup\u00e9rieur \u00e0 l'\u00e9talon-or  <\/a><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-47d9c2f elementor-widget elementor-widget-text-editor\" data-id=\"47d9c2f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Affiche<\/p><p><strong>Umaer Hanif, Alyssa Cairns, Tammie Radke, Guillaume Jubien, Vincent Mysliwiec<\/strong> <\/p><p><em>SLEEP 2024, 38\u00e8me r\u00e9union annuelle de l&rsquo;APSS, Houston<\/em> <\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-9153\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"4\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-9153\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> 2023 <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><i aria-hidden=\"true\" class=\"fas fa-minus\"><\/i><\/span>\n\t\t\t<span class='e-closed'><i aria-hidden=\"true\" class=\"fas fa-plus\"><\/i><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-9153\" class=\"elementor-element elementor-element-06c92b1 e-con-full e-flex e-con e-child\" data-id=\"06c92b1\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-9153\" class=\"elementor-element elementor-element-ef2b2a0 e-con-full e-flex e-con e-child\" data-id=\"ef2b2a0\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b4bb575 elementor-widget elementor-widget-heading\" data-id=\"b4bb575\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/pubmed.ncbi.nlm.nih.gov\/38135173\/\" target=\"_blank\">L'ontologie PACIFIC pour la gestion de donn\u00e9es h\u00e9t\u00e9rog\u00e8nes en cardiologie  <\/a><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e15b317 elementor-widget elementor-widget-text-editor\" data-id=\"e15b317\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Papier<\/p><p>Pierre-Yves Herv\u00e9, Marianne Allanic, Philippe Boutinaud, Jean-Joseph Christophe, H\u00fcseyin Firat, Elie Mousseaux, Mathieu Pernot, <strong>Pierre Prot<\/strong>, Alfonso Sartorius-Carvajal, Fr\u00e9d\u00e9rique Ch\u00e9zalviel-Guilbert, Jean-S\u00e9bastien Hulot  <\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-9153\" class=\"elementor-element elementor-element-abf6a7e e-con-full e-flex e-con e-child\" data-id=\"abf6a7e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-fa91388 elementor-widget elementor-widget-heading\" data-id=\"fa91388\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/www.sciencedirect.com\/science\/article\/abs\/pii\/S1769449323003631\" target=\"_blank\">Algorithmes de d\u00e9tection de micro-\u00e9veils de haute performance avec un mod\u00e8le de deep learning  <\/a><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d6db350 elementor-widget elementor-widget-text-editor\" data-id=\"d6db350\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Pr\u00e9sentation orale<\/p><p><strong>Mohamed Rahmouni, Aurore Bussalb, Maxime Elbaz, Guillaume Jubien, Ulysse Gimenez<\/strong> <\/p><p><em>Le congr\u00e8s du Sommeil, Lille, Nov. 2023<\/em> <\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-9153\" class=\"elementor-element elementor-element-dd835a0 e-con-full e-flex e-con e-child\" data-id=\"dd835a0\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a46757c elementor-widget elementor-widget-heading\" data-id=\"a46757c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/www.em-consulte.com\/article\/1651138\/algorithmes-de-cotations-de-psg-innovants-co-const\" target=\"_blank\">Algorithmes de scoring de PSG innovants : co-coconstruction entre l'intelligence artificielle et l'expertise des professionnels  <\/a><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fa433b0 elementor-widget elementor-widget-text-editor\" data-id=\"fa433b0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Pr\u00e9sentation orale<\/p><p><strong>Guillaume Jubien, Gauthier Brisson, Aurore Bussalb, Marie-Lou Cartier, Louis Coroller, Maxime Elbaz, M\u00e9line Gr\u00e9goire,  <\/strong> <\/p><p><strong>Pedro Marinho, Hugo Tete, Ulysse Gimenez<\/strong> <\/p><p><em>Le congr\u00e8s du Sommeil, Lille, Nov. 2023<\/em> <\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-9153\" class=\"elementor-element elementor-element-8b7b6bf e-con-full e-flex e-con e-child\" data-id=\"8b7b6bf\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-53ca338 elementor-widget elementor-widget-heading\" data-id=\"53ca338\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/pubmed.ncbi.nlm.nih.gov\/38083711\/\" target=\"_blank\">D\u00e9tection automatique de l'insomnie chronique \u00e0 partir de variables polysomnographiques et cliniques \u00e0 l'aide de l'apprentissage automatique  <\/a><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5e1de10 elementor-widget elementor-widget-text-editor\" data-id=\"5e1de10\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Papier<\/p><p><strong>Umaer Hanif, Ulysse Gimenez, Alyssa Cairns, Daniel Lewin, Nisar Ashraf<\/strong> et Emmanuel Mignot  <\/p><p><em>IEEE Engineering in Medicine and Biology Society (EMBC 2023) \u00e0 l&rsquo;ICC Sydney, Australie, du 24 au 28 juillet 2023<\/em> <\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-9153\" class=\"elementor-element elementor-element-ab99955 e-con-full e-flex e-con e-child\" data-id=\"ab99955\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ab31fdb elementor-widget elementor-widget-heading\" data-id=\"ab31fdb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/www.sciencedirect.com\/science\/article\/abs\/pii\/S1769449323005228\" target=\"_blank\">Associations entre les parasomnies et les param\u00e8tres de la polysomnographie  <\/a><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-01705c0 elementor-widget elementor-widget-text-editor\" data-id=\"01705c0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>E-Poster<\/p><p><strong>Umaer Hanif, Ulysse Gimenez, Alyssa Cairns, Daniel Lewin, Nisar Ashraf<\/strong> et Emmanuel Mignot  <\/p><p><em>Le congr\u00e8s du Sommeil, Lille, Nov. 2023<\/em> <\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-9154\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"5\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-9154\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> 2022 <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><i aria-hidden=\"true\" class=\"fas fa-minus\"><\/i><\/span>\n\t\t\t<span class='e-closed'><i aria-hidden=\"true\" class=\"fas fa-plus\"><\/i><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-9154\" class=\"elementor-element elementor-element-d1f69cd e-flex e-con-boxed e-con e-child\" data-id=\"d1f69cd\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-9154\" class=\"elementor-element elementor-element-35ad3de e-con-full e-flex e-con e-child\" data-id=\"35ad3de\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b43a7de elementor-widget elementor-widget-heading\" data-id=\"b43a7de\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/pubmed.ncbi.nlm.nih.gov\/36483575\/\" target=\"_blank\">Les d\u00e9charges \u00e9pileptiformes interictales pr\u00e9sentent des sch\u00e9mas spatiotemporels et morphologiques distincts dans la veille et le sommeil  <\/a><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-607ae9c elementor-widget elementor-widget-text-editor\" data-id=\"607ae9c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Papier<\/p><p><strong>Amal Fouad, Hamed Azizollahi, Jean-Eudes Le Douget, <\/strong>Fran\u00e7ois-Xavier Lejeune, Mario Valderrama, Liliana Mayor, Vincent Navarro et Michel Le Van Quyen  <\/p><p><em>Brain Communications. 2022 Jul 18,4(5) <\/em> <\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-9154\" class=\"elementor-element elementor-element-8304c55 e-con-full e-flex e-con e-child\" data-id=\"8304c55\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1dc7020 elementor-widget elementor-widget-heading\" data-id=\"1dc7020\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/aesnet.org\/abstractslisting\/bioserenity-a-i---the-development-of-algorithms-to-detect-spikes-and-seizures\" target=\"_blank\">BIOSerenity A.I. : D\u00e9veloppement d'algorithmes pour d\u00e9tecter les crises d'\u00e9pilepsie  <\/a><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-63db7bf elementor-widget elementor-widget-text-editor\" data-id=\"63db7bf\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Affiche<\/p><p><strong>Gray Cloe, Azizollahi Hamed, Le Douget Jean Eudes, Wahnoun Remy<\/strong> <\/p><p><em>2022 Soci\u00e9t\u00e9 am\u00e9ricaine de l&rsquo;\u00e9pilepsie, Chicago, 2022<\/em> <\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-9155\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"6\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-9155\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> 2021 <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><i aria-hidden=\"true\" class=\"fas fa-minus\"><\/i><\/span>\n\t\t\t<span class='e-closed'><i aria-hidden=\"true\" class=\"fas fa-plus\"><\/i><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-9155\" class=\"elementor-element elementor-element-e68272c e-flex e-con-boxed e-con e-child\" data-id=\"e68272c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-9155\" class=\"elementor-element elementor-element-6c68350 e-con-full e-flex e-con e-child\" data-id=\"6c68350\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-090e51f elementor-widget elementor-widget-heading\" data-id=\"090e51f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/www.nature.com\/articles\/s41598-021-83337-3\" target=\"_blank\">Les sch\u00e9mas de croisement des z\u00e9ros r\u00e9v\u00e8lent des d\u00e9charges \u00e9pileptiformes subtiles dans l'EEG du cuir chevelu.<\/a><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a150e58 elementor-widget elementor-widget-text-editor\" data-id=\"a150e58\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Papier<\/p><p>Jan Pyrzowski<strong>, Jean- Eudes Le Douget,<\/strong> <strong>Amal Fouad<\/strong>, Mariusz Siemi\u0144ski, Joanna J\u0119drzejczak et Michel Le Van Quyen  <\/p><p><em>Scientific Reports, f\u00e9vrier 2021<\/em> <\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ccd65b1 e-flex e-con-boxed e-con e-parent\" data-id=\"ccd65b1\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-424a848 e-con-full e-flex e-con e-child\" data-id=\"424a848\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-eb13473 elementor-invisible elementor-widget elementor-widget-image\" data-id=\"eb13473\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInLeft&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"600\" height=\"600\" src=\"https:\/\/bioserenity.com\/wp-content\/uploads\/2023\/05\/Research-Images-05.png\" class=\"attachment-large size-large wp-image-1905\" alt=\"\" srcset=\"https:\/\/bioserenity.com\/wp-content\/uploads\/2023\/05\/Research-Images-05.png 600w, https:\/\/bioserenity.com\/wp-content\/uploads\/2023\/05\/Research-Images-05-300x300.png 300w, https:\/\/bioserenity.com\/wp-content\/uploads\/2023\/05\/Research-Images-05-150x150.png 150w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c20f1b8 e-con-full e-flex e-con e-child\" data-id=\"c20f1b8\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e51b6cf elementor-widget elementor-widget-heading\" data-id=\"e51b6cf\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u00c9laboration du protocole, recrutement, <br>inscription et gestion des donn\u00e9es <br>d'\u00e9tudes d\u00e9centralis\u00e9es<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-076caf8 elementor-widget elementor-widget-counter\" data-id=\"076caf8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"counter.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-counter\">\n\t\t\t<div class=\"elementor-counter-title\">D\u00e9p\u00f4t de sujets<\/div>\t\t\t<div class=\"elementor-counter-number-wrapper\">\n\t\t\t\t<span class=\"elementor-counter-number-prefix\">~<\/span>\n\t\t\t\t<span class=\"elementor-counter-number\" data-duration=\"2000\" data-to-value=\"40000\" data-from-value=\"0\" data-delimiter=\",\">0<\/span>\n\t\t\t\t<span class=\"elementor-counter-number-suffix\"><\/span>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4d528ab elementor-widget elementor-widget-text-editor\" data-id=\"4d528ab\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul><li>Conception de l&rsquo;\u00e9tude, \u00e9laboration du protocole, analyse des donn\u00e9es et r\u00e9daction m\u00e9dicale<\/li><li>Une \u00e9quipe exp\u00e9riment\u00e9e de coordinateurs de recherche, de gestionnaires de projet et de chercheurs principaux  <\/li><li>Les capacit\u00e9s d\u00e9centralis\u00e9es facilitent les \u00e9tudes de recherche sur des populations g\u00e9ographiquement et d\u00e9mographiquement diverses.<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c4096c2 e-flex e-con-boxed e-con e-parent\" data-id=\"c4096c2\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5879fec elementor-widget elementor-widget-heading\" data-id=\"5879fec\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Ce que disent nos clients<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b325e45 elementor-widget elementor-widget-text-editor\" data-id=\"b325e45\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u00ab\u00a0BIOSerenity a fait un travail remarquable dans chacun des domaines mentionn\u00e9s &#8211; la qualit\u00e9, la rapidit\u00e9, la r\u00e9activit\u00e9, l&rsquo;apport strat\u00e9gique ont tous \u00e9t\u00e9 tr\u00e8s impressionnants. Le r\u00e9sultat final a \u00e9t\u00e9 une autorisation de la FDA, premi\u00e8re du genre, pour l&rsquo;analyse interop\u00e9rable de PPG par l&rsquo;IA, dont nous sommes tr\u00e8s satisfaits.\u00a0\u00bb<\/p><p>Chris Fernandez, pr\u00e9sident ex\u00e9cutif, directeur de la recherche &#8211; <em style=\"color: var( --e-global-color-secondary ); letter-spacing: var(--theme-letter-spacing); text-transform: var(--theme-text-transform);\">Ensodata, Inc.<\/em><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Experts de premier plan en mati\u00e8re de validation d&rsquo;appareils, vaste base de donn\u00e9es en conditions r\u00e9elles Nos recherches Notre Large Brain Model et nos biomarqueurs permettent de faire de nouvelles d\u00e9couvertes en neurologie. 2026 Un mod\u00e8le multimodal de base du sommeil pour la pr\u00e9diction des maladies Papier Rahul Thapa, Magnus Ruud Kjaer, Bryan He, Ian [&hellip;]<\/p>\n","protected":false},"author":15,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-2335","page","type-page","status-publish","hentry"],"blocksy_meta":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.3 (Yoast SEO v27.3) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Recherche - BioSerenity<\/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:\/\/bioserenity.com\/fr\/recherche\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Recherche\" \/>\n<meta property=\"og:description\" content=\"Experts de premier plan en mati\u00e8re de validation d&rsquo;appareils, vaste base de donn\u00e9es en conditions r\u00e9elles Nos recherches Notre Large Brain Model et nos biomarqueurs permettent de faire de nouvelles d\u00e9couvertes en neurologie. 2026 Un mod\u00e8le multimodal de base du sommeil pour la pr\u00e9diction des maladies Papier Rahul Thapa, Magnus Ruud Kjaer, Bryan He, Ian [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/bioserenity.com\/fr\/recherche\/\" \/>\n<meta property=\"og:site_name\" content=\"BioSerenity\" \/>\n<meta property=\"article:modified_time\" content=\"2026-01-27T13:59:31+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/bioserenity.com\/wp-content\/uploads\/2023\/05\/Research-Images-05.png\" \/>\n\t<meta property=\"og:image:width\" content=\"600\" \/>\n\t<meta property=\"og:image:height\" content=\"600\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Dur\u00e9e de lecture estim\u00e9e\" \/>\n\t<meta name=\"twitter:data1\" content=\"9 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/bioserenity.com\\\/fr\\\/recherche\\\/\",\"url\":\"https:\\\/\\\/bioserenity.com\\\/fr\\\/recherche\\\/\",\"name\":\"Recherche - BioSerenity\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/bioserenity.com\\\/fr\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/bioserenity.com\\\/fr\\\/recherche\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/bioserenity.com\\\/fr\\\/recherche\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/bioserenity.com\\\/wp-content\\\/uploads\\\/2023\\\/05\\\/Research-Images-05.png\",\"datePublished\":\"2023-05-11T18:43:38+00:00\",\"dateModified\":\"2026-01-27T13:59:31+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/bioserenity.com\\\/fr\\\/recherche\\\/#breadcrumb\"},\"inLanguage\":\"fr-FR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/bioserenity.com\\\/fr\\\/recherche\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https:\\\/\\\/bioserenity.com\\\/fr\\\/recherche\\\/#primaryimage\",\"url\":\"https:\\\/\\\/bioserenity.com\\\/wp-content\\\/uploads\\\/2023\\\/05\\\/Research-Images-05.png\",\"contentUrl\":\"https:\\\/\\\/bioserenity.com\\\/wp-content\\\/uploads\\\/2023\\\/05\\\/Research-Images-05.png\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/bioserenity.com\\\/fr\\\/recherche\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/bioserenity.com\\\/fr\\\/accueil\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Recherche\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/bioserenity.com\\\/fr\\\/#website\",\"url\":\"https:\\\/\\\/bioserenity.com\\\/fr\\\/\",\"name\":\"BioSerenity\",\"description\":\"Connected &amp; Integrated Neurosciences. Brain monitoring &amp; remote diagnostic\",\"publisher\":{\"@id\":\"https:\\\/\\\/bioserenity.com\\\/fr\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/bioserenity.com\\\/fr\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"fr-FR\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/bioserenity.com\\\/fr\\\/#organization\",\"name\":\"BioSerenity\",\"url\":\"https:\\\/\\\/bioserenity.com\\\/fr\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https:\\\/\\\/bioserenity.com\\\/fr\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/bioserenity.com\\\/wp-content\\\/uploads\\\/2023\\\/05\\\/logo_bioserenity_BORDEAUX-600-o.png\",\"contentUrl\":\"https:\\\/\\\/bioserenity.com\\\/wp-content\\\/uploads\\\/2023\\\/05\\\/logo_bioserenity_BORDEAUX-600-o.png\",\"width\":600,\"height\":170,\"caption\":\"BioSerenity\"},\"image\":{\"@id\":\"https:\\\/\\\/bioserenity.com\\\/fr\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.linkedin.com\\\/company\\\/bioserenity\\\/\",\"https:\\\/\\\/www.youtube.com\\\/@bioserenity9854\"],\"description\":\"BIOSerenity, founded in 2014, is the French leader in electrophysiological diagnostics, performing more than 45,000 EEGs (electroencephalograms), 8,000 PSGs (polysomnographies), and 5,000 ECGs (electrocardiograms) each year. Its offering combines medical devices, a software platform, and AI algorithms, all designed and produced in France, integrated into an ecosystem of services for the benefit of physicians and patients. This unique end-to-end solution enables complex examinations to be performed and provides remote interpretation of signals in a timely manner, contributing to faster and more reliable clinical decisions. As an expert in neurology, BIOSerenity has developed the Large Brain Model (LBM), a foundation model trained on more than ten years of EEG recordings. This database and AI platform give rise to decision support tools that improve the quality and speed of interpretation. Among its flagship services, the long-term (72-hour) home EEG, unique in France, speeds up access to diagnosis when hospital slots are hardly available. In sleep medicine, BIOSerenity relies on a network of dedicated centers and specialized medical and paramedical teams to accelerate the diagnosis of sleep disorders and optimize patient referral. 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