{"id":1909,"date":"2023-12-11T13:24:35","date_gmt":"2023-12-11T13:24:35","guid":{"rendered":"https:\/\/m4di.univ-amu.fr\/?page_id=1909"},"modified":"2025-12-03T10:50:12","modified_gmt":"2025-12-03T10:50:12","slug":"outcomes","status":"publish","type":"page","link":"https:\/\/m4di.univ-amu.fr\/?page_id=1909","title":{"rendered":"Outcomes"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"1909\" class=\"elementor elementor-1909\">\n\t\t\t\t<div class=\"elementor-element elementor-element-65a2cea e-flex e-con-boxed e-con e-parent\" data-id=\"65a2cea\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-16e4a2c elementor-widget elementor-widget-spacer\" data-id=\"16e4a2c\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e18ead0 e-flex e-con-boxed e-con e-child\" data-id=\"e18ead0\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b3a9094 elementor-widget elementor-widget-htmega-animatedheading-addons\" data-id=\"b3a9094\" data-element_type=\"widget\" data-widget_type=\"htmega-animatedheading-addons.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n            <div class=\"htmega-animated-heading htmega-style-3\" >\n                <h4 \n                                        class=\"cd-headline  headline-placeholder zoom\">\n                                               \n                           <span class=\"cd-words-wrapper\">\n                                <b class=\"is-visible\" >OUTCOMES<\/b>                            <\/span>\n                                    <\/h4>\n            <\/div>\n        \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f5c9eaa elementor-widget elementor-widget-heading\" data-id=\"f5c9eaa\" data-element_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\">Outcomes created during the M4DI project<\/h2>\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<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c40dcf6 e-flex e-con-boxed e-con e-parent\" data-id=\"c40dcf6\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-be8d262 elementor-widget elementor-widget-text-editor\" data-id=\"be8d262\" data-element_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>Project HAL link: <a href=\"https:\/\/hal.science\/search\/index\/q\/*\/anrProjectId_i\/98247\">https:\/\/hal.science\/search\/index\/q\/*\/anrProjectId_i\/98247<\/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 class=\"elementor-element elementor-element-8b57ae4 e-flex e-con-boxed e-con e-parent\" data-id=\"8b57ae4\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a380265 elementor-widget elementor-widget-text-editor\" data-id=\"a380265\" data-element_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><strong><div id=\"wphal-content\"><div id=\"meta\">\n        <div class=\"display\" id=\"wphal-contact\" style=\"display: none\">\n            <h3 class=\"wphal-titre\">Contact<\/h3>\n\n            <ul id=\"wphal-cont\" style=\"list-style-type: none\"><\/ul>\n        <\/div>\n        <div class=\"display\" id=\"wphal-disciplines\" style=\"display: none\">\n            <h3 class=\"wphal-titre\">Domains<\/h3><\/div>\n        <div class=\"display\" id=\"wphal-keywords\" style=\"display: none\">\n            <h3 class=\"wphal-titre\">Keywords<\/h3><\/div>\n        <div class=\"display\" id=\"wphal-auteurs\" style=\"display: none\">\n            <h3 class=\"wphal-titre\">Authors<\/h3><\/div>\n        <div class=\"display\" id=\"wphal-affiliated\" style=\"display: none\">\n            <h3 class=\"wphal-titre\">Affiliated authors<\/h3><\/div>\n        <div class=\"display\" id=\"wphal-revues\" style=\"display: none\">\n            <h3 class=\"wphal-titre\">Journals<\/h3><\/div>\n        <div class=\"display\" id=\"wphal-annees\" style=\"display: none\">\n            <h3 class=\"wphal-titre\">Year of production<\/h3><\/div>\n        <div class=\"display\" id=\"wphal-insts\" style=\"display: none\">\n            <h3 class=\"wphal-titre\">Institutions<\/h3><\/div>\n       <div class=\"display\" id=\"wphal-labs\" style=\"display: none\">\n            <h3 class=\"wphal-titre\">Laboratories<\/h3><\/div>\n       <div class=\"display\" id=\"wphal-depts\" style=\"display: none\">\n            <h3 class=\"wphal-titre\">Departments<\/h3><\/div>\n       <div class=\"display\" id=\"wphal-equipes\" style=\"display: none\">\n            <h3 class=\"wphal-titre\">Research team<\/h3><\/div>\n    <div class=\"display\" id=\"publications\"><div class=\"counter-doc\"><span class=\"wphal-nbtot\">26 <\/span>documents<\/div><br><div class=\"grp-div\"><h3 class=\"wphal-titre-groupe\">Journal articles<span class=\"wphal-nbmetadata\" style=\"margin-left:10px\">4 document<\/span><\/h3><div class=\"grp-content\"><ul><li>David P Hirst, Morgane T\u00e9r\u00e9zol, Laura Cantini, Paul Villoutreix, Matthieu Vignes, et al.. MOTL: enhancing multi-omics matrix factorization with transfer learning. <i>Genome Biology<\/i>, 2025, 26 (1), pp.224. <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.1186\/s13059-025-03675-7\">&#x27E8;10.1186\/s13059-025-03675-7&#x27E9;<\/a>. <a target=\"_blank\" href=\"https:\/\/hal.science\/hal-05212749v2\">&#x27E8;hal-05212749v2&#x27E9;<\/a><\/li><li>Nawel Benarba, Sara Bouchenak. Bias in Federated Learning: A Comprehensive Survey. <i>ACM Computing Surveys<\/i>, 2025, <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.1145\/3735125\">&#x27E8;10.1145\/3735125&#x27E9;<\/a>. <a target=\"_blank\" href=\"https:\/\/hal.science\/hal-05093158v1\">&#x27E8;hal-05093158&#x27E9;<\/a><\/li><li>Amazigh Mokhtari, El Ch\u00e9rif Ibrahim, Arnaud Gloaguen, Claire-C\u00e9cile Barrot, David Cohen, et al.. Using multiomic integration to improve blood biomarkers of major depressive disorder: a case-control study. <i>EBioMedicine<\/i>, 2025, 113, pp.105569. <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.1016\/j.ebiom.2025.105569\">&#x27E8;10.1016\/j.ebiom.2025.105569&#x27E9;<\/a>. <a target=\"_blank\" href=\"https:\/\/hal.science\/hal-04934910v1\">&#x27E8;hal-04934910&#x27E9;<\/a><\/li><li>Elise Amblard, Vadim Bertrand, Hugo Barbot, Luis Martin Pe\u00f1a, Slim Karkar, et al.. A robust workflow to benchmark deconvolution of multi-omic data. <i>Genome Biology<\/i>, 2025, 26 (1), pp.429. <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.1186\/s13059-025-03897-9\">&#x27E8;10.1186\/s13059-025-03897-9&#x27E9;<\/a>. <a target=\"_blank\" href=\"https:\/\/hal.science\/hal-05444478v1\">&#x27E8;hal-05444478&#x27E9;<\/a><\/li><\/ul><\/div><\/div><br><div class=\"grp-div\"><h3 class=\"wphal-titre-groupe\">Conference papers<span class=\"wphal-nbmetadata\" style=\"margin-left:10px\">9 document<\/span><\/h3><div class=\"grp-content\"><ul><li>Silvia Grosso, Samuele Fonio, Mirko Polato, Roberto Esposito, Sara Bouchenak. When Curvature Counts: Hyperbolic Geometry in Prototype-Based Image Classification. <i>European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN)<\/i>, Apr 2026, Bruges, Belgium. pp.511-516, <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.14428\/esann\/2026.ES2026-214\">&#x27E8;10.14428\/esann\/2026.ES2026-214&#x27E9;<\/a>. <a target=\"_blank\" href=\"https:\/\/hal.science\/hal-05538796v1\">&#x27E8;hal-05538796&#x27E9;<\/a><\/li><li>Hugo Barbot, David Causeur, Yuna Blum, Magali Richard. Inferring cellular heterogeneity with mixture models for DNA methylation rates (SMPGD 2026). <i>SMPGD 2026<\/i>, Jan 2026, Grenoble, France. <a target=\"_blank\" href=\"https:\/\/hal.science\/hal-05489490v1\">&#x27E8;hal-05489490&#x27E9;<\/a><\/li><li>Joanna Pautonnier, David Causeur, Pascal Roy. Am\u00e9liorer la s\u00e9lection et la pr\u00e9cision des mod\u00e8les de survie : une approche bay\u00e9sienne spike and slab.. <i>Journ\u00e9e AppliBUGS<\/i>, Dec 2025, Lyon, France. <a target=\"_blank\" href=\"https:\/\/hal.science\/hal-05568489v1\">&#x27E8;hal-05568489&#x27E9;<\/a><\/li><li>Samuele Fonio, Silvia Grosso, Sara Bouchenak. Non-Euclidean Geometries for Prototype-Based Image Classification: a Reality Check. <i>Proceedings of the 4th Italian Conference on Big Data and Data Science (ITADATA 2025)<\/i>, Sep 2025, Torino, Italy. <a target=\"_blank\" href=\"https:\/\/hal.science\/hal-05557672v1\">&#x27E8;hal-05557672&#x27E9;<\/a><\/li><li>Margot Derouin, Amazigh Mokhtari, El Ch\u00e9rif Ibrahim, Pierre-Eric Lutz, Raoul Belzeaux, et al.. Leveraging multi-omics integration to uncover childhood traumarelated mechanisms in bipolar disorder. <i>JOBIM 2025<\/i>, Jul 2025, Bordeaux, France. pp.228-229. <a target=\"_blank\" href=\"https:\/\/hal.science\/hal-05344676v1\">&#x27E8;hal-05344676&#x27E9;<\/a><\/li><li>H Barbot, D Causeur, Y Blum, M Richard. Inferring cellular heterogeneity with mixture models for DNA methylation rates. <i>Journ\u00e9es de Statistique<\/i>, Jun 2025, Marseille, France. <a target=\"_blank\" href=\"https:\/\/hal.science\/hal-05489385v1\">&#x27E8;hal-05489385&#x27E9;<\/a><\/li><li>Hugo Barbot, David Causeur, Yuna Blum, Magali Richard. Inferring cellular heterogeneity with mixture models for DNA methylation rates. <i>JdS<\/i>, Jun 2025, Marseille, France. <a target=\"_blank\" href=\"https:\/\/hal.science\/hal-05065027v1\">&#x27E8;hal-05065027&#x27E9;<\/a><\/li><li>Hugo Barbot, David Causeur, Yuna Blum, Magali Richard. Multi-omic statistical inference of cellular heterogeneity &#8211; JOBIM 2024. <i>JOBIM 2024<\/i>, Jun 2024, Toulouse, France. <a target=\"_blank\" href=\"https:\/\/hal.science\/hal-04664788v1\">&#x27E8;hal-04664788&#x27E9;<\/a><\/li><li>Hugo Barbot, David Causeur, Yuna Blum, Magali Richard. Multi-omic statistical inference of cellular heterogeneity &#8211; JdS 2024. <i>JdS 2024<\/i>, May 2024, Bordeaux, France. <a target=\"_blank\" href=\"https:\/\/hal.science\/hal-04664748v1\">&#x27E8;hal-04664748&#x27E9;<\/a><\/li><\/ul><\/div><\/div><br><div class=\"grp-div\"><h3 class=\"wphal-titre-groupe\">Poster communications<span class=\"wphal-nbmetadata\" style=\"margin-left:10px\">6 document<\/span><\/h3><div class=\"grp-content\"><ul><li>Oc\u00e9ane Carpentier, Yann Le Cunff, Emmanuelle Becker, Nicolas Jay, Aur\u00e9lie Bannay. Definition of an ontology consistent Adjusted Rand Index (ARIoc). <i>MosAIK PhD Day<\/i>, Dec 2025, Nancy, France. 2025. <a target=\"_blank\" href=\"https:\/\/hal.science\/hal-05569869v1\">&#x27E8;hal-05569869&#x27E9;<\/a><\/li><li>Elouan Deffains, Hugo Barbot, David Causeur, Yuna Blum, Magali Richard. Evaluation of linear modeling assumptions in a simulation context for deconvolution of multi-omic data. <i>Journ\u00e9e de Biologie In Silico de Rennes<\/i>, Nov 2025, Rennes, France. <a target=\"_blank\" href=\"https:\/\/jbisr2025.sciencesconf.org\/\"><\/a>. <a target=\"_blank\" href=\"https:\/\/hal.science\/hal-05489405v1\">&#x27E8;hal-05489405&#x27E9;<\/a><\/li><li>Florence Ghestem, Ga\u00eblle Marenne, Emmanuelle Genin, Anne-Sophie Jannot, Ana\u00efs Baudot, et al.. Knowledge graph to dissect genotype phenotype associations. <i>IGES 2025 &#8211; Annual Meeting on International Genetic Epidemiology Society<\/i>, Aug 2025, Cologne, Germany. 2025. <a target=\"_blank\" href=\"https:\/\/hal.science\/hal-05333821v1\">&#x27E8;hal-05333821&#x27E9;<\/a><\/li><li>Christophe Vroland, Rodrigo Pracana, Alice Lambolez, Pelin Sahl\u00e9n, Masaki Kato, et al.. DNA replication timing and Copy Number Variations are confounders of ATAC-Seq and RNA-DNA interaction data. <i>ISBM\/ECCB 2025 &#8211; 33rd Conference on Intelligent Systems for Molecular Biology and 24th European Conference on Computational Biology<\/i>, Jul 2025, Liverpool, United Kingdom. <a target=\"_blank\" href=\"https:\/\/www.iscb.org\/ismbeccb2025\/home\"><\/a>. <a target=\"_blank\" href=\"https:\/\/hal.science\/hal-05162278v3\">&#x27E8;hal-05162278v3&#x27E9;<\/a><\/li><li>Hugo Barbot, David Causeur, Yuna Blum, Magali Richard. Simulation of data-driven multi-omic benchmark data for cellular deconvolution methods evaluation. <i>IGDR PhD symposium<\/i>, Nov 2024, Rennes (Campus de Beaulieu), France. 2024. <a target=\"_blank\" href=\"https:\/\/hal.science\/hal-04790951v1\">&#x27E8;hal-04790951&#x27E9;<\/a><\/li><li>Hugo Barbot, David Causeur, Yuna Blum, Magali Richard. Multi-omic statistical inference of cellular heterogeneity &#8211; COBICA 2024. <i>cobica2024 : Computational Biology of Cancer 2024<\/i>, Mar 2024, Grenoble, France. <a target=\"_blank\" href=\"https:\/\/hal.science\/hal-04664694v1\">&#x27E8;hal-04664694&#x27E9;<\/a><\/li><\/ul><\/div><\/div><br><div class=\"grp-div\"><h3 class=\"wphal-titre-groupe\">Preprints, Working Papers<span class=\"wphal-nbmetadata\" style=\"margin-left:10px\">6 document<\/span><\/h3><div class=\"grp-content\"><ul><li>Nicolas Homberg, Lucie Lamothe, Elise Amblard, Hugo Barbot, Morgane T\u00e9r\u00e9zol, et al.. How to organise a scientific competition to benchmark methods and algorithms in computational biology?. 2026. <a target=\"_blank\" href=\"https:\/\/hal.science\/hal-05445539v2\">&#x27E8;hal-05445539v2&#x27E9;<\/a><\/li><li>Rahaf Ahmad, Micha\u0142 Denkiewicz, Rishika Gupta, Sachin Gadakh, J\u0119drzej Kubica, et al.. AI for Computational Biology: Highlights from the first BioAI Hackathon at University of Warsaw. 2025. <a target=\"_blank\" href=\"https:\/\/hal.science\/hal-05274112v1\">&#x27E8;hal-05274112&#x27E9;<\/a><\/li><li>Siddharth Sabata, J\u0119drzej Kubica, Rishika Gupta, Lars Warren Ericson, Halimat Chisom Atanda, et al.. Addressing Background Genomic and Environmental Effects on Health through Accelerated Computing and Machine Learning: Results from the 2025 Hackathon at Carnegie Mellon University. 2025. <a target=\"_blank\" href=\"https:\/\/hal.science\/hal-05274100v1\">&#x27E8;hal-05274100&#x27E9;<\/a><\/li><li>Silvia Grosso, Nawel Benarba, Sara Bouchenak, Roberto Esposito, Mirko Polato. A Survey on Multimodal Federated Learning. 2025. <a target=\"_blank\" href=\"https:\/\/hal.science\/hal-05366356v2\">&#x27E8;hal-05366356v2&#x27E9;<\/a><\/li><li>Oc\u00e9ane Cassan, Julien Raynal, Christophe Vroland, Kayoko Yasuzawa, Tsukasa Kouno, et al.. A genome-wide, machine learning-guided exploration of the cis-regulatory code involved in neuronal differentiation. 2025. <a target=\"_blank\" href=\"https:\/\/hal.science\/hal-05069585v1\">&#x27E8;hal-05069585&#x27E9;<\/a><\/li><li>Mathys Grapotte, Christophe Vroland, Diego Garrido-Mart\u00edn, Alessio Vignoli, Lisa Calero, et al.. Evidence of distal regulations orchestrated by RNAs initiating at short tandem repeats. 2025. <a target=\"_blank\" href=\"https:\/\/hal.science\/hal-05030164v1\">&#x27E8;hal-05030164&#x27E9;<\/a><\/li><\/ul><\/div><\/div><br><div class=\"grp-div\"><h3 class=\"wphal-titre-groupe\">Lectures<span class=\"wphal-nbmetadata\" style=\"margin-left:10px\">1 document<\/span><\/h3><div class=\"grp-content\"><ul><li>Hugo Barbot. Reminder on hypothesis testing. Master. Rennes, France. 2025. <a target=\"_blank\" href=\"https:\/\/hal.science\/hal-05065036v1\">&#x27E8;hal-05065036&#x27E9;<\/a><\/li><\/ul><\/div><\/div><br><\/div>\n    <\/div>\n<\/div><div class=\"wphal-footer\"><p style=\"color:#B3B2B0\">Powered by HAL&nbsp;<a href=\"https:\/\/hal.science\/\" target=\"_blank\"><img decoding=\"async\" alt=\"logo\" src=\"https:\/\/m4di.univ-amu.fr\/wp-content\/plugins\/hal\/img\/logo-hal.png\" style=\"width:90px\"><\/a><\/p><\/div><\/strong><\/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-b489174 e-flex e-con-boxed e-con e-parent\" data-id=\"b489174\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ae2cb9e elementor-widget elementor-widget-spacer\" data-id=\"ae2cb9e\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\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\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>OUTCOMES Outcomes created during the M4DI project Project HAL link: https:\/\/hal.science\/search\/index\/q\/*\/anrProjectId_i\/98247<\/p>\n","protected":false},"author":2,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"site-sidebar-layout":"no-sidebar","site-content-layout":"page-builder","ast-site-content-layout":"full-width-container","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"disabled","ast-breadcrumbs-content":"","ast-featured-img":"disabled","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"class_list":["post-1909","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/m4di.univ-amu.fr\/index.php?rest_route=\/wp\/v2\/pages\/1909","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/m4di.univ-amu.fr\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/m4di.univ-amu.fr\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/m4di.univ-amu.fr\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/m4di.univ-amu.fr\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1909"}],"version-history":[{"count":22,"href":"https:\/\/m4di.univ-amu.fr\/index.php?rest_route=\/wp\/v2\/pages\/1909\/revisions"}],"predecessor-version":[{"id":3367,"href":"https:\/\/m4di.univ-amu.fr\/index.php?rest_route=\/wp\/v2\/pages\/1909\/revisions\/3367"}],"wp:attachment":[{"href":"https:\/\/m4di.univ-amu.fr\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1909"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}