{"id":5196,"date":"2026-10-28T17:39:30","date_gmt":"2026-10-28T16:39:30","guid":{"rendered":"https:\/\/www.linkidoc.fr\/blog\/2026\/10\/28\/une-application-smartphone-pour-le-depistage-du-cancer-de-la-peau\/"},"modified":"2026-10-28T17:39:30","modified_gmt":"2026-10-28T16:39:30","slug":"une-application-smartphone-pour-le-depistage-du-cancer-de-la-peau","status":"publish","type":"post","link":"https:\/\/www.linkidoc.fr\/blog\/2026\/10\/28\/une-application-smartphone-pour-le-depistage-du-cancer-de-la-peau\/","title":{"rendered":"Une application smartphone pour le d\u00e9pistage du cancer de la peau"},"content":{"rendered":"<\/p>\n<p data-pm-slice=\"1 1 ()\">Une personne moyenne a plusieurs dizaines de grains de beaut\u00e9 sur la peau. Il s\u2019agit d\u2019excroissances cutan\u00e9es b\u00e9nignes et ne repr\u00e9sentent donc aucune menace dans la plupart des cas. Cependant, dans de rares cas, les grains de beaut\u00e9 peuvent se transformer en m\u00e9lanome ou en un autre type de tumeur maligne. Les changements dans l\u2019apparence d\u2019un grain de beaut\u00e9 peuvent \u00eatre des signes avant-coureurs.<\/p>\n<p>GP2U Telehealth, un fournisseur australien de t\u00e9l\u00e9sant\u00e9, a d\u00e9velopp\u00e9 une application qui utilise la vision par ordinateur pour aider les utilisateurs \u00e0 \u00e9valuer leur risque de m\u00e9lanome.<\/p>\n<p>Integra Sources a contribu\u00e9 au projet en tant que partenaire de d\u00e9veloppement sous contrat sp\u00e9cialis\u00e9 dans l&rsquo;\u00e9lectronique et les logiciels embarqu\u00e9s. L&rsquo;\u00e9quipe a aid\u00e9 le client \u00e0 porter l&rsquo;application de Python vers C++ et \u00e0 int\u00e9grer le nouveau code dans une version compatible iOS. Les d\u00e9veloppeurs ont \u00e9galement am\u00e9lior\u00e9 les algorithmes de vision par ordinateur utilis\u00e9s par l&rsquo;application, augmentant ainsi leur pr\u00e9cision rapport\u00e9e de 30 % \u00e0 80 % au cours du d\u00e9veloppement.<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"size-full wp-image-569418 alignnone\" src=\"https:\/\/www.linkidoc.fr\/blog\/wp-content\/uploads\/2026\/10\/1793205570_913_Une-application-smartphone-pour-le-depistage-du-cancer-de-la.jpg\" alt=\"\" width=\"1024\" height=\"512\" \/><\/p>\n<p>(<\/p>\n<h2 data-pm-slice=\"1 1 ()\">Comment fonctionne l&rsquo;application<\/h2>\n<p>Les utilisateurs installent l&rsquo;application sur leur smartphone, fixent un objectif sp\u00e9cial sur l&rsquo;appareil et prennent une photo de la zone cutan\u00e9e qu&rsquo;ils souhaitent examiner. Ensuite, les algorithmes de vision par ordinateur bas\u00e9s sur OpenCV traitent l&rsquo;image.<\/p>\n<p>Le logiciel identifie les limites du grain de beaut\u00e9 et \u00e9value les signes avant-coureurs potentiels \u00e0 l&rsquo;aide de la r\u00e8gle ABCDE, que les professionnels de sant\u00e9 utilisent pour reconna\u00eetre les signes possibles de m\u00e9lanome\u00a0:<\/p>\n<ul data-spread=\"false\">\n<li><strong>Asym\u00e9trie:<\/strong> Un grain de beaut\u00e9 inoffensif est g\u00e9n\u00e9ralement sym\u00e9trique, tandis qu\u2019une forme irr\u00e9guli\u00e8re peut \u00eatre pr\u00e9occupante.<\/li>\n<li><strong>Fronti\u00e8re:<\/strong> Un naevus b\u00e9nin a g\u00e9n\u00e9ralement des bords lisses et bien d\u00e9finis, tandis que des bords mal d\u00e9finis ou irr\u00e9guliers peuvent indiquer un probl\u00e8me potentiel.<\/li>\n<li><strong>Couleur:<\/strong> Un grain de beaut\u00e9 typique a une couleur uniforme. Des taches de couleur diff\u00e9rente ou des variations de pigmentation peuvent \u00eatre des signes avant-coureurs.<\/li>\n<li><strong>Diam\u00e8tre:<\/strong> Les m\u00e9lanomes mesurent souvent plus de 6 mm de diam\u00e8tre, bien qu&rsquo;ils puissent \u00eatre plus petits.<\/li>\n<li><strong>\u00c9volution:<\/strong> Un naevus b\u00e9nin reste g\u00e9n\u00e9ralement stable. Les changements dans sa forme, son diam\u00e8tre ou sa couleur devraient inciter \u00e0 consulter un m\u00e9decin.<\/li>\n<\/ul>\n<p>Une l\u00e9sion maligne peut \u00e9galement provoquer des douleurs, des d\u00e9mangeaisons ou une sensation de br\u00fblure.<\/p>\n<p>Pour aider l&rsquo;application \u00e0 d\u00e9tecter avec pr\u00e9cision les limites des taupes, l&rsquo;\u00e9quipe de d\u00e9veloppement a mis en \u0153uvre plusieurs algorithmes et techniques de traitement d&rsquo;image\u00a0:<\/p>\n<ul data-spread=\"false\">\n<li>\u00c9quilibrage des couleurs<\/li>\n<li>Masquage flou<\/li>\n<li>Filtre d&rsquo;aff\u00fbtage<\/li>\n<li>Correction gamma pour le traitement des sous-canaux de l&rsquo;image source<\/li>\n<li>R\u00e9glage automatique de la luminosit\u00e9 et du contraste avec d\u00e9coupage de l&rsquo;histogramme en option<\/li>\n<li>Correction de la balance des blancs<\/li>\n<li>Regroupement k-means personnalis\u00e9 avec un ensemble de couleurs pr\u00e9d\u00e9fini<\/li>\n<\/ul>\n<p>Le logiciel supprime \u00e9galement les poils, le vignettage et les reflets des images. Ces am\u00e9liorations ont permis d&rsquo;augmenter la pr\u00e9cision signal\u00e9e par l&rsquo;algorithme \u00e0 80 % au cours du d\u00e9veloppement. L&rsquo;\u00e9quipe a \u00e9galement r\u00e9duit le temps de traitement des images \u00e0 moins de 0,1 seconde.<\/p>\n<p>Apr\u00e8s avoir analys\u00e9 une image, l&rsquo;application affiche un risque estim\u00e9 de cancer de la peau ou d&rsquo;une autre tumeur maligne. Il permet \u00e9galement aux utilisateurs d&rsquo;envoyer des images class\u00e9es \u00e0 haut risque \u00e0 un sp\u00e9cialiste pour un examen plus d\u00e9taill\u00e9.<\/p>\n<h2>R\u00e9sultats du projet<\/h2>\n<p>La solution transforme un smartphone ordinaire en dermatoscope num\u00e9rique lorsqu&rsquo;il est utilis\u00e9 avec un objectif compatible. Les utilisateurs peuvent capturer et analyser des images de grains de beaut\u00e9 suspects chez eux, m\u00eame si une \u00e9valuation m\u00e9dicale professionnelle reste essentielle.<\/p>\n<p>Bien que les d\u00e9veloppeurs aient signal\u00e9 des am\u00e9liorations dans la pr\u00e9cision des algorithmes, seul un m\u00e9decin qualifi\u00e9 peut poser un diagnostic final. L&rsquo;application est con\u00e7ue comme un outil d&rsquo;\u00e9valuation pr\u00e9liminaire et ne doit pas remplacer un avis m\u00e9dical professionnel. Les utilisateurs doivent consulter un professionnel de la sant\u00e9 en cas de grains de beaut\u00e9 suspects ou changeants, quels que soient les r\u00e9sultats de l&rsquo;application.<\/p>\n<p>L&rsquo;\u00e9quipe de d\u00e9veloppement a r\u00e9duit le temps de traitement des images de 4 \u00e0 6 secondes \u00e0 moins de 0,1 seconde, tout en am\u00e9liorant la pr\u00e9cision de l&rsquo;algorithme signal\u00e9e de 30 % \u00e0 80 % pendant le d\u00e9veloppement.<\/p>\n<p><strong>Avis de non-responsabilit\u00e9 m\u00e9dicale\u00a0:<\/strong> Cet article est \u00e0 titre informatif uniquement et ne constitue pas un avis m\u00e9dical. Les applications d\u2019analyse cutan\u00e9e sur smartphone ne doivent pas \u00eatre utilis\u00e9es comme substitut \u00e0 un examen m\u00e9dical professionnel, \u00e0 un d\u00e9pistage ou \u00e0 un diagnostic. Toute personne pr\u00e9occup\u00e9e par une l\u00e9sion cutan\u00e9e nouvelle, changeante ou suspecte doit consulter un professionnel de la sant\u00e9 qualifi\u00e9, quel que soit le r\u00e9sultat g\u00e9n\u00e9r\u00e9 par une application.<\/p>\n<p>L&rsquo;article Une application pour smartphone pour le d\u00e9pistage du cancer de la peau appara\u00eet en premier sur Digital Health Technology News UK.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Une personne moyenne a plusieurs dizaines de grains de beaut\u00e9 sur la peau. Il s\u2019agit d\u2019excroissances cutan\u00e9es b\u00e9nignes et ne<\/p>\n","protected":false},"author":1,"featured_media":5197,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[739,1310,2725,1262,5,1284,86],"class_list":["post-5196","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-non-classe","tag-application","tag-cancer","tag-depistage","tag-peau","tag-pour","tag-smartphone","tag-une","generate-columns","tablet-grid-50","mobile-grid-100","grid-parent","grid-50"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Une application smartphone pour le d\u00e9pistage du cancer de la peau - Blog Linkidoc : consultant e-sant\u00e9<\/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:\/\/www.linkidoc.fr\/blog\/2026\/10\/28\/une-application-smartphone-pour-le-depistage-du-cancer-de-la-peau\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Une application smartphone pour le d\u00e9pistage du cancer de la peau - Blog Linkidoc : consultant e-sant\u00e9\" \/>\n<meta property=\"og:description\" content=\"Une personne moyenne a plusieurs dizaines de grains de beaut\u00e9 sur la peau. 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