{"id":84086,"date":"2023-12-20T11:43:52","date_gmt":"2023-12-20T10:43:52","guid":{"rendered":"https:\/\/intercoaching.fr\/comment-une-ia-detecte-lautisme-avec-une-fiabilite-de-100-en-observant-la-retine\/"},"modified":"2023-12-20T11:43:52","modified_gmt":"2023-12-20T10:43:52","slug":"comment-une-ia-detecte-lautisme-avec-une-fiabilite-de-100-en-observant-la-retine","status":"publish","type":"post","link":"https:\/\/intercoaching.fr\/en_gb\/comment-une-ia-detecte-lautisme-avec-une-fiabilite-de-100-en-observant-la-retine\/","title":{"rendered":"Comment une IA d\u00e9tecte l&rsquo;autisme avec une fiabilit\u00e9 de 100 % en observant la r\u00e9tine"},"content":{"rendered":"<h2 class=\"wp-block-heading\">Le d\u00e9pistage de l\u2019autisme par l\u2019intelligence artificielle \u00e0 travers l\u2019examen r\u00e9tinien<\/h2>\n\n\n<p class=\"wp-block-paragraph\">La d\u00e9tection rapide et pr\u00e9cise de l\u2019autisme chez les jeunes constitue un d\u00e9fi de taille qui pourrait \u00eatre relev\u00e9 gr\u00e2ce aux avanc\u00e9es en intelligence artificielle (IA). L\u2019IA offre aujourd\u2019hui une perspective r\u00e9volutionnaire : l\u2019analyse des images de la r\u00e9tine avec une assurance de fiabilit\u00e9 presque parfaite. C\u2019est ce qu\u2019une recherche men\u00e9e en Cor\u00e9e du Sud \u00e0 l\u2019Universit\u00e9 de Yonsei d\u00e9montre, sugg\u00e9rant un avenir o\u00f9 le d\u00e9pistage pourrait \u00eatre effectu\u00e9 de mani\u00e8re non invasive, avec des r\u00e9sultats rapides et pr\u00e9cis.<\/p>\n\n\n<h2 class=\"wp-block-heading\">Une fen\u00eatre sur le cerveau : la r\u00e9tine<\/h2>\n\n\n<figure class=\"wp-block-image size-full\">\n<img width=\"1792\" height=\"1024\" src=\"https:\/\/intercoaching.fr\/wp-content\/uploads\/2023\/12\/Comment-une-IA-detecte-lautisme-avec-une-fiabilite-de-100-en-observant-la-retine.png\" class=\"attachment-full size-full\" alt=\"comment une ia d\u00e9tecte l'autisme avec une fiabilit\u00e9 de 100 % en observant la r\u00e9tine\" decoding=\"async\" loading=\"lazy\">\n<\/figure>\n\n\n<p class=\"wp-block-paragraph\">Consid\u00e9r\u00e9e comme le prolongement du syst\u00e8me nerveux central, la r\u00e9tine offre un reflet unique de notre \u00e9tat neurologique. Chez les enfants souffrant de troubles du spectre de l\u2019autisme (TSA), des scientifiques ont d\u00e9couvert des particularit\u00e9s r\u00e9tiniennes inhabituelles. Ces diff\u00e9rences sont la manifestation des alt\u00e9rations neurologiques inh\u00e9rentes \u00e0 l\u2019autisme, et elles peuvent \u00eatre identifi\u00e9es gr\u00e2ce \u00e0 des photographies pr\u00e9cises de la r\u00e9tine qui sont ensuite scrut\u00e9es par un syst\u00e8me d\u2019IA perfectionn\u00e9.<\/p>\n\n\n<h2 class=\"wp-block-heading\">Apprendre \u00e0 voir : l\u2019enseignement de l\u2019IA<\/h2>\n\n\n<figure class=\"wp-block-image size-full\">\n<img width=\"1792\" height=\"1024\" src=\"https:\/\/intercoaching.fr\/wp-content\/uploads\/2023\/12\/Comment-une-IA-detecte-lautisme-avec-une-fiabilite-de-100-en-observant-la-retine-1.png\" class=\"attachment-full size-full\" alt=\"comment une ia d\u00e9tecte l'autisme avec une fiabilit\u00e9 de 100 % en observant la r\u00e9tine\" decoding=\"async\" loading=\"lazy\">\n<\/figure>\n\n\n<p class=\"wp-block-paragraph\">L\u2019apprentissage profond est au c\u0153ur de cette m\u00e9thode. L\u2019algorithme d\u2019IA est form\u00e9 \u00e0 l\u2019aide d\u2019une collection importante d\u2019images r\u00e9tiniennes provenant \u00e0 la fois d\u2019enfants atteints de TSA et d\u2019autres sans le trouble, tous appari\u00e9s par \u00e2ge et sexe. Les chercheurs ont m\u00eame pris en compte la gravit\u00e9 des sympt\u00f4mes des TSA, utilisant des \u00e9chelles telles que l\u2019ADOS-2 et l\u2019SRS-2 pour affiner la sensibilit\u00e9 de leur approche. Apr\u00e8s un entra\u00eenement sur 85 % du jeu de donn\u00e9es et une validation sur les 15 % restants, l\u2019IA s\u2019est r\u00e9v\u00e9l\u00e9e d\u2019une pr\u00e9cision exemplaire.<\/p>\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\">\n<div class=\"wp-block-embed__wrapper\">\n<iframe title=\"Ronca (IA) - Anuel AA Ft Bad Bunny\" width=\"1200\" height=\"675\" src=\"https:\/\/www.youtube-nocookie.com\/embed\/QRPbIZTXLH4?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" allowfullscreen><\/iframe>\n<\/div>\n<\/figure>\n\n\n<h2 class=\"wp-block-heading\">L\u2019IA : un outil d\u2019avenir pour l\u2019\u00e9valuation des TSA<\/h2>\n\n\n<figure class=\"wp-block-image size-full\">\n<img width=\"1792\" height=\"1024\" src=\"https:\/\/intercoaching.fr\/wp-content\/uploads\/2023\/12\/Comment-une-IA-detecte-lautisme-avec-une-fiabilite-de-100-en-observant-la-retine-2.png\" class=\"attachment-full size-full\" alt=\"comment une ia d\u00e9tecte l'autisme avec une fiabilit\u00e9 de 100 % en observant la r\u00e9tine\" decoding=\"async\" loading=\"lazy\">\n<\/figure>\n\n\n<ul class=\"wp-block-list\">\n\n<li>Promesse d\u2019un acc\u00e8s facilit\u00e9 \u00e0 un d\u00e9pistage pr\u00e9coce et objectif, essentiel pour des interventions efficaces.<\/li>\n\n\n<li>Une r\u00e9duction des disparit\u00e9s sanitaires gr\u00e2ce \u00e0 une technologie employable m\u00eame dans les r\u00e9gions d\u00e9pourvues de ressources sp\u00e9cialis\u00e9es.<\/li>\n\n\n<li>Evite les biais subjectifs possibles lors d\u2019\u00e9valuations comportementales traditionnelles.<\/li>\n\n<\/ul>\n\n\n<h2 class=\"wp-block-heading\">Limites actuelles et perspectives<\/h2>\n\n\n<p class=\"wp-block-paragraph\">La technologie en est encore \u00e0 ses balbutiements et demande davantage de validation. Des \u00e9tudes suppl\u00e9mentaires sont n\u00e9cessaires pour confirmer son efficacit\u00e9 \u00e0 grande \u00e9chelle, tester son applicabilit\u00e9 selon les tranches d\u2019\u00e2ge, les genres, et les divers contextes culturels et sociaux. De plus, les variations de d\u00e9veloppement de la r\u00e9tine posent question pour l\u2019exactitude du diagnostic chez les tr\u00e8s jeunes enfants.<\/p>\n\n\n<h2 class=\"wp-block-heading\">Pour aller plus loin<\/h2>\n\n\n<p class=\"wp-block-paragraph\"><em>Source principale :<\/em> <a href=\"https:\/\/jamanetwork.com\/journals\/jamanetworkopen\/fullarticle\/2812964\" rel=\"noopener\" target=\"_blank\">JAMA New Open<\/a><\/p>\n\n\n<h2 class=\"wp-block-heading\">En conclusion<\/h2>\n\n\n<p class=\"wp-block-paragraph\">L\u2019IA s\u2019avance comme un outil prometteur pour le d\u00e9pistage des TSA, ouvrant la voie \u00e0 des diagnostics plus justes et accessibles. Avec des recherches plus approfondies, cette m\u00e9thode pourrait bient\u00f4t transformer le paysage de la d\u00e9tection pr\u00e9coce de l\u2019autisme et le rendement des soins aux enfants \u00e0 travers le monde.<\/p>\n\n\n<figure class=\"wp-block-embed is-type-rich is-provider-twitter wp-block-embed-twitter\"><div class=\"wp-block-embed__wrapper\">\n<blockquote class=\"twitter-tweet\" data-width=\"550\" data-dnt=\"true\"><p lang=\"fr\" dir=\"ltr\">Autisme:pourquoi ce retard fran\u00e7ais ds la d\u00e9tection,l'aide,l'insertion ?La diff\u00e9rence n'est pas 1 maladie. <a href=\"https:\/\/twitter.com\/Le1hebdo?ref_src=twsrc%5Etfw\">@Le1hebdo<\/a> <a href=\"https:\/\/t.co\/0OIvrBltXE\">pic.twitter.com\/0OIvrBltXE<\/a><\/p>\u2014 eric fottorino (@ericfotto) <a href=\"https:\/\/twitter.com\/ericfotto\/status\/979603274310483968?ref_src=twsrc%5Etfw\">March 30, 2018<\/a><\/blockquote><script async src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"><\/script>\n<\/div><\/figure>\n\n\n<div class=\"kk-star-ratings kksr-auto kksr-align-right kksr-valign-bottom\"\n    data-payload='{&quot;align&quot;:&quot;right&quot;,&quot;id&quot;:&quot;84086&quot;,&quot;slug&quot;:&quot;default&quot;,&quot;valign&quot;:&quot;bottom&quot;,&quot;ignore&quot;:&quot;&quot;,&quot;reference&quot;:&quot;auto&quot;,&quot;class&quot;:&quot;&quot;,&quot;count&quot;:&quot;0&quot;,&quot;legendonly&quot;:&quot;&quot;,&quot;readonly&quot;:&quot;&quot;,&quot;score&quot;:&quot;0&quot;,&quot;starsonly&quot;:&quot;&quot;,&quot;best&quot;:&quot;5&quot;,&quot;gap&quot;:&quot;5&quot;,&quot;greet&quot;:&quot;Notez cet article&quot;,&quot;legend&quot;:&quot;0\\\/5 - (0 votes)&quot;,&quot;size&quot;:&quot;24&quot;,&quot;title&quot;:&quot;Comment une IA d\u00e9tecte l\\u0026#039;autisme avec une fiabilit\u00e9 de 100 % en observant la r\u00e9tine&quot;,&quot;width&quot;:&quot;0&quot;,&quot;_legend&quot;:&quot;{score}\\\/{best} - ({count} {votes})&quot;,&quot;font_factor&quot;:&quot;1.25&quot;}'>\n            \n<div class=\"kksr-stars\">\n    \n<div class=\"kksr-stars-inactive\">\n            <div class=\"kksr-star\" data-star=\"1\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; 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