{"id":11495,"date":"2024-06-26T18:07:12","date_gmt":"2024-06-26T16:07:12","guid":{"rendered":"https:\/\/wordpress-test.app.u-pariscite.fr\/sante\/?p=11495"},"modified":"2024-06-27T15:22:58","modified_gmt":"2024-06-27T13:22:58","slug":"recherche-lintelligence-artificielle-au-service-de-lexamen-de-loreille","status":"publish","type":"post","link":"https:\/\/wordpress-test.app.u-pariscite.fr\/sante\/recherche-lintelligence-artificielle-au-service-de-lexamen-de-loreille\/","title":{"rendered":"Recherche : l\u2019intelligence artificielle au service de l\u2019examen de l\u2019oreille"},"content":{"rendered":"<p>[et_pb_section bb_built=\u00a0\u00bb1&Prime; next_background_color=\u00a0\u00bb#000000&Prime; inner_width=\u00a0\u00bbauto\u00a0\u00bb inner_max_width=\u00a0\u00bbnone\u00a0\u00bb][et_pb_row][et_pb_column type=\u00a0\u00bb3_4&Prime;][et_pb_text admin_label=\u00a0\u00bbIntro\u00a0\u00bb _builder_version=\u00a0\u00bb3.22.1&Prime; module_id=\u00a0\u00bbintro\u00a0\u00bb text_text_shadow_horizontal_length=\u00a0\u00bbtext_text_shadow_style,%91object Object%93&Prime; text_text_shadow_vertical_length=\u00a0\u00bbtext_text_shadow_style,%91object Object%93&Prime; text_text_shadow_blur_strength=\u00a0\u00bbtext_text_shadow_style,%91object Object%93&Prime; link_text_shadow_horizontal_length=\u00a0\u00bblink_text_shadow_style,%91object Object%93&Prime; link_text_shadow_vertical_length=\u00a0\u00bblink_text_shadow_style,%91object Object%93&Prime; link_text_shadow_blur_strength=\u00a0\u00bblink_text_shadow_style,%91object Object%93&Prime; ul_text_shadow_horizontal_length=\u00a0\u00bbul_text_shadow_style,%91object Object%93&Prime; ul_text_shadow_vertical_length=\u00a0\u00bbul_text_shadow_style,%91object Object%93&Prime; ul_text_shadow_blur_strength=\u00a0\u00bbul_text_shadow_style,%91object Object%93&Prime; ol_text_shadow_horizontal_length=\u00a0\u00bbol_text_shadow_style,%91object Object%93&Prime; ol_text_shadow_vertical_length=\u00a0\u00bbol_text_shadow_style,%91object Object%93&Prime; ol_text_shadow_blur_strength=\u00a0\u00bbol_text_shadow_style,%91object Object%93&Prime; quote_text_shadow_horizontal_length=\u00a0\u00bbquote_text_shadow_style,%91object Object%93&Prime; quote_text_shadow_vertical_length=\u00a0\u00bbquote_text_shadow_style,%91object Object%93&Prime; quote_text_shadow_blur_strength=\u00a0\u00bbquote_text_shadow_style,%91object Object%93&Prime; header_text_shadow_horizontal_length=\u00a0\u00bbheader_text_shadow_style,%91object Object%93&Prime; header_text_shadow_vertical_length=\u00a0\u00bbheader_text_shadow_style,%91object Object%93&Prime; header_text_shadow_blur_strength=\u00a0\u00bbheader_text_shadow_style,%91object Object%93&Prime; header_2_text_shadow_horizontal_length=\u00a0\u00bbheader_2_text_shadow_style,%91object Object%93&Prime; header_2_text_shadow_vertical_length=\u00a0\u00bbheader_2_text_shadow_style,%91object Object%93&Prime; header_2_text_shadow_blur_strength=\u00a0\u00bbheader_2_text_shadow_style,%91object Object%93&Prime; header_3_text_shadow_horizontal_length=\u00a0\u00bbheader_3_text_shadow_style,%91object Object%93&Prime; header_3_text_shadow_vertical_length=\u00a0\u00bbheader_3_text_shadow_style,%91object Object%93&Prime; header_3_text_shadow_blur_strength=\u00a0\u00bbheader_3_text_shadow_style,%91object Object%93&Prime; header_4_text_shadow_horizontal_length=\u00a0\u00bbheader_4_text_shadow_style,%91object Object%93&Prime; header_4_text_shadow_vertical_length=\u00a0\u00bbheader_4_text_shadow_style,%91object Object%93&Prime; header_4_text_shadow_blur_strength=\u00a0\u00bbheader_4_text_shadow_style,%91object Object%93&Prime; header_5_text_shadow_horizontal_length=\u00a0\u00bbheader_5_text_shadow_style,%91object Object%93&Prime; header_5_text_shadow_vertical_length=\u00a0\u00bbheader_5_text_shadow_style,%91object Object%93&Prime; header_5_text_shadow_blur_strength=\u00a0\u00bbheader_5_text_shadow_style,%91object Object%93&Prime; header_6_text_shadow_horizontal_length=\u00a0\u00bbheader_6_text_shadow_style,%91object Object%93&Prime; header_6_text_shadow_vertical_length=\u00a0\u00bbheader_6_text_shadow_style,%91object Object%93&Prime; header_6_text_shadow_blur_strength=\u00a0\u00bbheader_6_text_shadow_style,%91object Object%93&Prime; z_index_tablet=\u00a0\u00bb500&Prime;]<\/p>\n<p>Fruit d\u2019une collaboration universitaire, hospitali\u00e8re et industrielle soutenue par le programme <em>Sauver la Vie<\/em> de l\u2019universit\u00e9 Paris Cit\u00e9, une \u00e9tude d\u00e9montre la faisabilit\u00e9 et les bonnes performances de l\u2019intelligence artificielle dans l\u2019examen de l\u2019oreille externe et moyenne. Elle a \u00e9t\u00e9 publi\u00e9e la semaine derni\u00e8re dans <em>Digital Medecine<\/em>, une revue du groupe <em>Nature<\/em><em>. <\/em>Des avanc\u00e9es sont attendues en oto-rhino-laryngologie.<\/p>\n<p>[\/et_pb_text][\/et_pb_column][et_pb_column type=\u00a0\u00bb1_4&Prime;][\/et_pb_column][\/et_pb_row][et_pb_row _builder_version=\u00a0\u00bb3.19.11&Prime; module_id=\u00a0\u00bbimage-page-type\u00a0\u00bb width=\u00a0\u00bb80%\u00a0\u00bb max_width=\u00a0\u00bb1080px\u00a0\u00bb][et_pb_column type=\u00a0\u00bb3_4&Prime;][et_pb_image admin_label=\u00a0\u00bbImage 1920 x 1080&Prime; _builder_version=\u00a0\u00bb3.22.1&Prime; src=\u00a0\u00bbhttps:\/\/wordpress-test.app.u-pariscite.fr\/sante\/wp-content\/uploads\/sites\/19\/2024\/06\/otorhinolaryngo-001.jpg\u00a0\u00bb module_id=\u00a0\u00bbimage-page\u00a0\u00bb z_index_tablet=\u00a0\u00bb500&Prime; \/][\/et_pb_column][et_pb_column type=\u00a0\u00bb1_4&Prime;][et_pb_text admin_label=\u00a0\u00bbTexte image\u00a0\u00bb _builder_version=\u00a0\u00bb3.22.1&Prime; module_id=\u00a0\u00bbtexte-image\u00a0\u00bb custom_margin=\u00a0\u00bb|-15px||\u00a0\u00bb text_text_shadow_horizontal_length=\u00a0\u00bbtext_text_shadow_style,%91object Object%93&Prime; text_text_shadow_vertical_length=\u00a0\u00bbtext_text_shadow_style,%91object Object%93&Prime; text_text_shadow_blur_strength=\u00a0\u00bbtext_text_shadow_style,%91object Object%93&Prime; link_text_shadow_horizontal_length=\u00a0\u00bblink_text_shadow_style,%91object Object%93&Prime; link_text_shadow_vertical_length=\u00a0\u00bblink_text_shadow_style,%91object Object%93&Prime; link_text_shadow_blur_strength=\u00a0\u00bblink_text_shadow_style,%91object Object%93&Prime; ul_text_shadow_horizontal_length=\u00a0\u00bbul_text_shadow_style,%91object Object%93&Prime; ul_text_shadow_vertical_length=\u00a0\u00bbul_text_shadow_style,%91object Object%93&Prime; ul_text_shadow_blur_strength=\u00a0\u00bbul_text_shadow_style,%91object Object%93&Prime; ol_text_shadow_horizontal_length=\u00a0\u00bbol_text_shadow_style,%91object Object%93&Prime; ol_text_shadow_vertical_length=\u00a0\u00bbol_text_shadow_style,%91object Object%93&Prime; ol_text_shadow_blur_strength=\u00a0\u00bbol_text_shadow_style,%91object Object%93&Prime; quote_text_shadow_horizontal_length=\u00a0\u00bbquote_text_shadow_style,%91object Object%93&Prime; quote_text_shadow_vertical_length=\u00a0\u00bbquote_text_shadow_style,%91object Object%93&Prime; quote_text_shadow_blur_strength=\u00a0\u00bbquote_text_shadow_style,%91object Object%93&Prime; header_text_shadow_horizontal_length=\u00a0\u00bbheader_text_shadow_style,%91object Object%93&Prime; header_text_shadow_vertical_length=\u00a0\u00bbheader_text_shadow_style,%91object Object%93&Prime; header_text_shadow_blur_strength=\u00a0\u00bbheader_text_shadow_style,%91object Object%93&Prime; header_2_text_shadow_horizontal_length=\u00a0\u00bbheader_2_text_shadow_style,%91object Object%93&Prime; header_2_text_shadow_vertical_length=\u00a0\u00bbheader_2_text_shadow_style,%91object Object%93&Prime; header_2_text_shadow_blur_strength=\u00a0\u00bbheader_2_text_shadow_style,%91object Object%93&Prime; header_3_text_shadow_horizontal_length=\u00a0\u00bbheader_3_text_shadow_style,%91object Object%93&Prime; header_3_text_shadow_vertical_length=\u00a0\u00bbheader_3_text_shadow_style,%91object Object%93&Prime; header_3_text_shadow_blur_strength=\u00a0\u00bbheader_3_text_shadow_style,%91object Object%93&Prime; header_4_text_shadow_horizontal_length=\u00a0\u00bbheader_4_text_shadow_style,%91object Object%93&Prime; header_4_text_shadow_vertical_length=\u00a0\u00bbheader_4_text_shadow_style,%91object Object%93&Prime; header_4_text_shadow_blur_strength=\u00a0\u00bbheader_4_text_shadow_style,%91object Object%93&Prime; header_5_text_shadow_horizontal_length=\u00a0\u00bbheader_5_text_shadow_style,%91object Object%93&Prime; header_5_text_shadow_vertical_length=\u00a0\u00bbheader_5_text_shadow_style,%91object Object%93&Prime; header_5_text_shadow_blur_strength=\u00a0\u00bbheader_5_text_shadow_style,%91object Object%93&Prime; header_6_text_shadow_horizontal_length=\u00a0\u00bbheader_6_text_shadow_style,%91object Object%93&Prime; header_6_text_shadow_vertical_length=\u00a0\u00bbheader_6_text_shadow_style,%91object Object%93&Prime; header_6_text_shadow_blur_strength=\u00a0\u00bbheader_6_text_shadow_style,%91object Object%93&Prime; z_index_tablet=\u00a0\u00bb500&Prime;]<\/p>\n<p>L&rsquo;examen de l&rsquo;oreille externe et moyenne peut \u00eatre am\u00e9lior\u00e9 par l&rsquo;otoscopie digitale assist\u00e9e par l&rsquo;IA<\/p>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row][et_pb_column type=\u00a0\u00bb3_4&Prime;][et_pb_text _builder_version=\u00a0\u00bb3.22.1&Prime; module_id=\u00a0\u00bbcontenu\u00a0\u00bb text_text_shadow_horizontal_length=\u00a0\u00bbtext_text_shadow_style,%91object Object%93&Prime; text_text_shadow_vertical_length=\u00a0\u00bbtext_text_shadow_style,%91object Object%93&Prime; text_text_shadow_blur_strength=\u00a0\u00bbtext_text_shadow_style,%91object Object%93&Prime; link_text_shadow_horizontal_length=\u00a0\u00bblink_text_shadow_style,%91object Object%93&Prime; link_text_shadow_vertical_length=\u00a0\u00bblink_text_shadow_style,%91object Object%93&Prime; link_text_shadow_blur_strength=\u00a0\u00bblink_text_shadow_style,%91object Object%93&Prime; ul_text_shadow_horizontal_length=\u00a0\u00bbul_text_shadow_style,%91object Object%93&Prime; ul_text_shadow_vertical_length=\u00a0\u00bbul_text_shadow_style,%91object Object%93&Prime; ul_text_shadow_blur_strength=\u00a0\u00bbul_text_shadow_style,%91object Object%93&Prime; ol_text_shadow_horizontal_length=\u00a0\u00bbol_text_shadow_style,%91object Object%93&Prime; ol_text_shadow_vertical_length=\u00a0\u00bbol_text_shadow_style,%91object Object%93&Prime; ol_text_shadow_blur_strength=\u00a0\u00bbol_text_shadow_style,%91object Object%93&Prime; quote_text_shadow_horizontal_length=\u00a0\u00bbquote_text_shadow_style,%91object Object%93&Prime; quote_text_shadow_vertical_length=\u00a0\u00bbquote_text_shadow_style,%91object Object%93&Prime; quote_text_shadow_blur_strength=\u00a0\u00bbquote_text_shadow_style,%91object Object%93&Prime; header_text_shadow_horizontal_length=\u00a0\u00bbheader_text_shadow_style,%91object Object%93&Prime; header_text_shadow_vertical_length=\u00a0\u00bbheader_text_shadow_style,%91object Object%93&Prime; header_text_shadow_blur_strength=\u00a0\u00bbheader_text_shadow_style,%91object Object%93&Prime; header_2_text_shadow_horizontal_length=\u00a0\u00bbheader_2_text_shadow_style,%91object Object%93&Prime; header_2_text_shadow_vertical_length=\u00a0\u00bbheader_2_text_shadow_style,%91object Object%93&Prime; header_2_text_shadow_blur_strength=\u00a0\u00bbheader_2_text_shadow_style,%91object Object%93&Prime; header_3_text_shadow_horizontal_length=\u00a0\u00bbheader_3_text_shadow_style,%91object Object%93&Prime; header_3_text_shadow_vertical_length=\u00a0\u00bbheader_3_text_shadow_style,%91object Object%93&Prime; header_3_text_shadow_blur_strength=\u00a0\u00bbheader_3_text_shadow_style,%91object Object%93&Prime; header_4_text_shadow_horizontal_length=\u00a0\u00bbheader_4_text_shadow_style,%91object Object%93&Prime; header_4_text_shadow_vertical_length=\u00a0\u00bbheader_4_text_shadow_style,%91object Object%93&Prime; header_4_text_shadow_blur_strength=\u00a0\u00bbheader_4_text_shadow_style,%91object Object%93&Prime; header_5_text_shadow_horizontal_length=\u00a0\u00bbheader_5_text_shadow_style,%91object Object%93&Prime; header_5_text_shadow_vertical_length=\u00a0\u00bbheader_5_text_shadow_style,%91object Object%93&Prime; header_5_text_shadow_blur_strength=\u00a0\u00bbheader_5_text_shadow_style,%91object Object%93&Prime; header_6_text_shadow_horizontal_length=\u00a0\u00bbheader_6_text_shadow_style,%91object Object%93&Prime; header_6_text_shadow_vertical_length=\u00a0\u00bbheader_6_text_shadow_style,%91object Object%93&Prime; header_6_text_shadow_blur_strength=\u00a0\u00bbheader_6_text_shadow_style,%91object Object%93&Prime; z_index_tablet=\u00a0\u00bb500&Prime;]<\/p>\n<h2>Une collaboration entre universitaires, experts hospitaliers et industriels<\/h2>\n<p>Ce mois-ci, une chercheuse et des chercheurs de l\u2019\u00e9quipe EPOP\u00e9 (UMR1153 CRESS) de l\u2019Inserm et de l\u2019universit\u00e9 Paris Cit\u00e9, associant des experts en oto-rhino-laryngologie de l\u2019H\u00f4pital Necker \u2013 Enfants malades et de Strasbourg, ainsi que deux partenaires industriels (Clarifai et NemoHealth), a fait para\u00eetre dans <em>Digital Medecine<\/em>, une revue du groupe <em>Nature<\/em>, un article intitul\u00e9 <em>Development and validation of a smartphone-based deep-learning-enabled system to detect middle-ear conditions in otoscopic images<\/em> &#8211; <em>D\u00e9veloppement et validation d&rsquo;un syst\u00e8me d&rsquo;apprentissage profond bas\u00e9 sur un smartphone pour d\u00e9tecter les conditions de l&rsquo;oreille moyenne dans les images otoscopiques<\/em>, en Fran\u00e7ais.<\/p>\n<p><a href=\"https:\/\/www.nature.com\/articles\/s41746-024-01159-9\" target=\"_blank\" rel=\"noopener noreferrer\">Article consultable ici dans son int\u00e9gralit\u00e9.<\/a><\/p>\n<p>Les recherches de Constance Dubois (UMR1153 CRESS, Inserm et Universit\u00e9 Paris Cit\u00e9), de David Eigen (Clarifai, New York), de Fran\u00e7ois Simon (H\u00f4pital Necker \u2013 Enfants Malades, AP-HP et Universit\u00e9 Paris Cit\u00e9), Vincent Couloigner (H\u00f4pital Necker \u2013 Enfants Malades, AP-HP et Universit\u00e9 Paris Cit\u00e9), de Michael Gormish (Clarifai, New York), de Martin Chalumeau (UMR1153 CRESS, Inserm et Universit\u00e9 Paris Cit\u00e9), de Laurent Schmoll (NeMo Health, Strasbourg), et de J\u00e9r\u00e9mie Cohen (UMR1153 CRESS, Inserm et Universit\u00e9 Paris Cit\u00e9) ne sont pas imm\u00e9diatement accessibles aux non-sp\u00e9cialistes, et demandent \u00e0 \u00eatre vulgaris\u00e9es.<\/p>\n<h2>L\u2019otoscopie digitale assist\u00e9e par intelligence artificielle<\/h2>\n<p>Le point de d\u00e9part de cette \u00e9tude est un constat que J\u00e9r\u00e9mie Cohen exprime sans d\u00e9tour :<\/p>\n<p>\u00ab\u00a0<em>Les pathologies de l\u2019oreille externe et moyenne, comme les otites et les perforations du tympan, sont tr\u00e8s fr\u00e9quentes. L&rsquo;examen du tympan avec un otoscope peut \u00eatre difficile et ces difficult\u00e9s diagnostiques peuvent causer des pertes d\u2019audition et des prescriptions inutiles d\u2019antibiotiques.\u00a0<\/em>\u00bb<\/p>\n<p>L\u2019otoscope, cet outil d&rsquo;examen visuel de l&rsquo;oreille que tout le monde conna\u00eet, n\u2019est donc pas sans risque. Ce sont les limites de cet appareil que l\u2019\u00e9quipe de recherche s\u2019est attach\u00e9e \u00e0 d\u00e9passer, en mettant au point un syst\u00e8me digital assist\u00e9 par une intelligence artificielle (IA) qui connecte un otoscope \u00e0 un smartphone. Il est alors possible de prendre facilement une photo de l\u2019int\u00e9rieur de l\u2019oreille et de l\u2019analyser gr\u00e2ce \u00e0 une application utilisant l\u2019IA. Cette derni\u00e8re a \u00e9t\u00e9 entra\u00een\u00e9e avec plus de 40 000 images d\u2019oreilles et test\u00e9e sur diff\u00e9rentes bases de donn\u00e9es avec de tr\u00e8s bonnes performances, sa sensibilit\u00e9 et sa sp\u00e9cificit\u00e9 d\u00e9passant 98% pour 10 pathologies de l\u2019oreille externe et moyenne. Sur des images qu\u2019elle n\u2019avait jamais vues, l\u2019IA a montr\u00e9 une grande fiabilit\u00e9 pour distinguer un tympan normal d\u2019un tympan anormal et pour d\u00e9tecter les bouchons de c\u00e9rumen, bien que ses performances soient plus variables pour d&rsquo;autres diagnostics.<\/p>\n<p>L\u2019\u00e9quipe est donc en mesure de conclure que l\u2019otoscopie digitale assist\u00e9e par IA est non seulement faisable, mais aussi tr\u00e8s prometteuse.\u00a0<\/p>\n<p>[\/et_pb_text][\/et_pb_column][et_pb_column type=\u00a0\u00bb1_4&Prime;][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section bb_built=\u00a0\u00bb1&Prime; specialty=\u00a0\u00bboff\u00a0\u00bb _builder_version=\u00a0\u00bb3.21&Prime; custom_padding=\u00a0\u00bb0px||0px|\u00a0\u00bb prev_background_color=\u00a0\u00bb#000000&Prime; inner_width=\u00a0\u00bbauto\u00a0\u00bb inner_max_width=\u00a0\u00bbnone\u00a0\u00bb][et_pb_row _builder_version=\u00a0\u00bb3.19.11&Prime; width=\u00a0\u00bb80%\u00a0\u00bb max_width=\u00a0\u00bb1080px\u00a0\u00bb][et_pb_column type=\u00a0\u00bb4_4&Prime;][et_pb_text admin_label=\u00a0\u00bb\u00c0 lire aussi\u00a0\u00bb _builder_version=\u00a0\u00bb3.21&Prime;]<\/p>\n<h2><span class=\"st\">\u00c0<\/span> lire aussi<\/h2>\n<p>[\/et_pb_text][et_pb_blog _builder_version=\u00a0\u00bb3.21&Prime; posts_number=\u00a0\u00bb4&Prime; include_categories=\u00a0\u00bb13&Prime; show_author=\u00a0\u00bboff\u00a0\u00bb show_date=\u00a0\u00bboff\u00a0\u00bb show_pagination=\u00a0\u00bboff\u00a0\u00bb border_width_bottom_fullwidth=\u00a0\u00bb1px\u00a0\u00bb border_color_bottom_fullwidth=\u00a0\u00bbrgba(51,51,51,0.18)\u00a0\u00bb custom_padding=\u00a0\u00bb||50px|\u00a0\u00bb module_id=\u00a0\u00bbpage_type_blog\u00a0\u00bb header_level=\u00a0\u00bbh4&Prime; \/][\/et_pb_column][\/et_pb_row][\/et_pb_section]<\/p>\n","protected":false},"excerpt":{"rendered":"<div class=\"et_pb_row et_pb_row_0 et_pb_row_empty\"><\/div>\n<p> Fruit d\u2019une collaboration universitaire, hospitali\u00e8re et industrielle soutenue par le programme Sauver la Vie de l\u2019universit\u00e9 Paris Cit\u00e9, une \u00e9tude d\u00e9montre la faisabilit\u00e9 et les bonnes performances de l\u2019intelligence artificielle dans l\u2019examen de l\u2019oreille externe et moyenne. Elle a \u00e9t\u00e9 publi\u00e9e la semaine derni\u00e8re dans Digital Medecine, une revue du groupe Nature. Des avanc\u00e9es&hellip; <a class=\"continue\" href=\"https:\/\/wordpress-test.app.u-pariscite.fr\/sante\/recherche-lintelligence-artificielle-au-service-de-lexamen-de-loreille\/\">Lire la suite<span> Recherche : l\u2019intelligence artificielle au service de l\u2019examen de l\u2019oreille<\/span><\/a><\/p>\n","protected":false},"author":185,"featured_media":11496,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_et_pb_use_builder":"on","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":""},"categories":[1,23,21,17],"tags":[],"class_list":["post-11495","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-faculte-de-sante","category-innovations","category-international","category-recherche"],"_links":{"self":[{"href":"https:\/\/wordpress-test.app.u-pariscite.fr\/sante\/wp-json\/wp\/v2\/posts\/11495","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wordpress-test.app.u-pariscite.fr\/sante\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/wordpress-test.app.u-pariscite.fr\/sante\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/wordpress-test.app.u-pariscite.fr\/sante\/wp-json\/wp\/v2\/users\/185"}],"replies":[{"embeddable":true,"href":"https:\/\/wordpress-test.app.u-pariscite.fr\/sante\/wp-json\/wp\/v2\/comments?post=11495"}],"version-history":[{"count":4,"href":"https:\/\/wordpress-test.app.u-pariscite.fr\/sante\/wp-json\/wp\/v2\/posts\/11495\/revisions"}],"predecessor-version":[{"id":11500,"href":"https:\/\/wordpress-test.app.u-pariscite.fr\/sante\/wp-json\/wp\/v2\/posts\/11495\/revisions\/11500"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/wordpress-test.app.u-pariscite.fr\/sante\/wp-json\/wp\/v2\/media\/11496"}],"wp:attachment":[{"href":"https:\/\/wordpress-test.app.u-pariscite.fr\/sante\/wp-json\/wp\/v2\/media?parent=11495"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/wordpress-test.app.u-pariscite.fr\/sante\/wp-json\/wp\/v2\/categories?post=11495"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/wordpress-test.app.u-pariscite.fr\/sante\/wp-json\/wp\/v2\/tags?post=11495"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}