{"id":7664,"date":"2025-07-02T02:56:00","date_gmt":"2025-07-02T00:56:00","guid":{"rendered":"https:\/\/rvh-synergie.org\/actualites\/un-systeme-de-classification-base-sur-lia-pour-les-lesions-pigmentees-faciales\/"},"modified":"2025-07-02T02:56:09","modified_gmt":"2025-07-02T00:56:09","slug":"un-systeme-de-classification-base-sur-lia-pour-les-lesions-pigmentees-faciales","status":"publish","type":"post","link":"https:\/\/rvh-synergie.org\/actualites\/un-systeme-de-classification-base-sur-lia-pour-les-lesions-pigmentees-faciales\/","title":{"rendered":"Un syst\u00e8me de classification bas\u00e9 sur l&rsquo;IA pour les l\u00e9sions pigment\u00e9es faciales"},"content":{"rendered":"<div>\n<div class=\"article-gallery lightGallery\">\n<div data-thumb=\"https:\/\/scx1.b-cdn.net\/csz\/news\/tmb\/2025\/developed-an-ai-based.jpg\" data-src=\"https:\/\/scx2.b-cdn.net\/gfx\/news\/hires\/2025\/developed-an-ai-based.jpg\" data-sub-html=\"A typical image preprocessing workflow. The facial image is corrected for white balance with Python's OpenCV. A square region of interest (ROI) containing the main lesion is cropped. ROIs from five lesion types (ADM, Eph, Mel, Sen, LM\/LMM) still show natural variation in skin tone and pigmentation. Only images with sufficient clarity (Laplacian variance \u2265 10) proceed for CNN analysis. Credit: Professor Atsushi Otsuka from Kindai University Faculty of Medicine, Japan\">\n<figure class=\"article-img\">\n<\/figure><\/div>\n<\/div>\n<p>Une \u00e9quipe de recherche a d\u00e9velopp\u00e9 un syst\u00e8me de diagnostic qui utilise l&rsquo;intelligence artificielle (IA) pour identifier avec pr\u00e9cision le type de l\u00e9sions pigment\u00e9es faciales et soutenir les d\u00e9cisions de traitement au laser. Un article sur cette \u00e9tude a \u00e9t\u00e9 publi\u00e9 en ligne dans <i>Cuure<\/i>.<\/p>\n<p>Les l\u00e9sions pigment\u00e9es faciales sont disponibles dans de nombreux types diff\u00e9rents, tels que le m\u00e9lasma, les \u00e9ph\u00e9lides, la m\u00e9lanocytose dermique acquise, le lentigo solaire et le m\u00e9lanome de maligne lentigo, mais ils sont souvent visuellement similaires, ce qui rend le diagnostic diff\u00e9rentiel difficile.<\/p>\n<p>D&rsquo;un autre c\u00f4t\u00e9, un traitement appropri\u00e9 pour ces l\u00e9sions varie consid\u00e9rablement en fonction du type, et un diagnostic pr\u00e9cis est essentiel car cela affecte directement la faisabilit\u00e9 et la s\u00e9lection du traitement au laser. Par exemple, l&rsquo;utilisation inappropri\u00e9e du laser peut exacerber le m\u00e9lasma, et retardant l&rsquo;excision chirurgicale n\u00e9cessaire pour le m\u00e9lanome de lentigo malin en raison d&rsquo;un diagnostic erron\u00e9 peut avoir de graves cons\u00e9quences.<\/p>\n<p>Ces derni\u00e8res ann\u00e9es, la technologie de diagnostic de l&rsquo;imagerie utilisant des mod\u00e8les d&rsquo;apprentissage en profondeur a attir\u00e9 l&rsquo;attention, et les r\u00e9sultats de la recherche ont indiqu\u00e9 qu&rsquo;il a une pr\u00e9cision \u00e9gale ou sup\u00e9rieure \u00e0 celle des dermatologues pour diff\u00e9rencier les l\u00e9sions cutan\u00e9es.<\/p>\n<p>Bien que le diagnostic d&rsquo;image bas\u00e9 sur l&rsquo;apprentissage en profondeur ait r\u00e9ussi \u00e0 d\u00e9tecter le m\u00e9lanome, il y a eu des recherches insuffisantes sur les l\u00e9sions b\u00e9nignes et malignes pigment\u00e9es sur le visage qui sont directement li\u00e9es \u00e0 la planification du traitement au laser, et donc il est n\u00e9cessaire de d\u00e9velopper un syst\u00e8me de soutien diagnostique.<\/p>\n<p>L&rsquo;\u00e9quipe de recherche, dirig\u00e9e par Haruyo Yamamoto, Chisa Nakashima et Atsushi Otsuka du D\u00e9partement de dermatologie, Kindai University Faculty of Medicine M\u00e9lanocytose dermique acquise, Lentigo solaire et m\u00e9lanome Lentigo Maligna \/ Lentigo Maligna).<\/p>\n<p>La formation et la validation ont \u00e9t\u00e9 effectu\u00e9es en utilisant 432 images cliniques, et leurs pr\u00e9cisions de diagnostic ont \u00e9t\u00e9 compar\u00e9es aux diagnostics de neuf dermatologues certifi\u00e9s (experts) et de 11 dermatologues non certifi\u00e9s (non-experts). Les deux mod\u00e8les ont d\u00e9montr\u00e9 des pr\u00e9cisions de diagnostic de 87% et 86%, respectivement.<\/p>\n<p>Les deux mod\u00e8les ont surperform\u00e9 la pr\u00e9cision diagnostique m\u00e9diane de 80% pour les experts et 63% pour les non-experts. Surtout dans l&rsquo;identification de LM \/ LMM, les deux mod\u00e8les ont obtenu une sensibilit\u00e9 \u00e0 100%, sugg\u00e9rant son utilisation potentielle comme outil de soutien diagnostique dans la pratique clinique.<\/p>\n<p>Sur la base de ces r\u00e9sultats, les mod\u00e8les d&rsquo;apprentissage en profondeur d\u00e9velopp\u00e9s d\u00e9passent de loin la pr\u00e9cision des dermatologues dans le diagnostic des l\u00e9sions pigment\u00e9es faciales et peuvent contribuer au soutien diagnostique et \u00e0 la d\u00e9termination des plans de traitement appropri\u00e9s.<\/p>\n<p>\t\t\t\t\t\t\t\t\t\t\t\tFourni par l&rsquo;Universit\u00e9 de Kindai<\/p>\n<p>                                        <!-- print only --><\/p><\/div>\n","protected":false},"excerpt":{"rendered":"<p>Une \u00e9quipe de recherche a d\u00e9velopp\u00e9 un syst\u00e8me de diagnostic qui utilise l&rsquo;intelligence artificielle (IA)<\/p>\n","protected":false},"author":1,"featured_media":7665,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[86],"tags":[1601,3631,5874,49,2215,363,5873,8,112,843],"class_list":["post-7664","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-les-maladies","tag-base","tag-classification","tag-faciales","tag-les","tag-lesions","tag-lia","tag-pigmentees","tag-pour","tag-sur","tag-systeme","generate-columns","tablet-grid-50","mobile-grid-100","grid-parent","grid-50","resize-featured-image"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v23.4 - 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