{"id":3544,"date":"2021-11-30T05:36:13","date_gmt":"2021-11-30T05:36:13","guid":{"rendered":"https:\/\/www.oferreiter.com\/?p=3544"},"modified":"2023-10-29T09:37:39","modified_gmt":"2023-10-29T09:37:39","slug":"artificial-intelligence-in-skin-cancer","status":"publish","type":"post","link":"https:\/\/www.oferreiter.com\/en\/artificial-intelligence-in-skin-cancer\/","title":{"rendered":"Artificial Intelligence in Skin Cancer"},"content":{"rendered":"\r\n\r\n<span style=\"font-weight: 400;\">Ofer Reiter<\/span><span style=\"font-weight: 400;\">1,2 <\/span><span style=\"font-weight: 400;\">&amp; <\/span><span style=\"font-weight: 400;\">Veronica Rotemberg<\/span><span style=\"font-weight: 400;\">1 <\/span><span style=\"font-weight: 400;\">&amp; <\/span><span style=\"font-weight: 400;\">Kivanc Kose<\/span><span style=\"font-weight: 400;\">1 <\/span><span style=\"font-weight: 400;\">&amp; <\/span><span style=\"font-weight: 400;\">Allan C. Halpern<\/span><span style=\"font-weight: 400;\">1<\/span>\r\n\r\n<span style=\"font-weight: 400;\">Abstract<\/span>\r\n\r\n<span style=\"font-weight: 400;\">Purpose <\/span><span style=\"font-weight: 400;\">To review recent developments in artificial intelligence for skin cancer diagnosis.<\/span>\r\n\r\n<span style=\"font-weight: 400;\">Recent Findings <\/span><span style=\"font-weight: 400;\">Major breakthroughs in recent years are likely related to advancements in utilization of convolutional neural networks (CNNs) for dermatologic image analysis, especially dermoscopy. Recent studies have shown that CNN-based approaches perform as well as or even better than human raters in diagnosing close-up and dermoscopic images of skin lesions in a simulated static environment. Several limitations for the development of AI include the need for large data pipelines and ground truth diagnoses, lack of metadata, and lack of rigorous widely accepted standards.<\/span>\r\n\r\n<span style=\"font-weight: 400;\">Summary <\/span><span style=\"font-weight: 400;\">Despite recent breakthroughs, adoption of AI in clinical settings for dermatology is in early stages. Close collaboration between researchers and clinicians may provide the opportunity to investigate implementation of AI in clinical settings to provide real benefit for both clinicians and patients.<\/span>\r\n\r\n&nbsp;\r\n\r\n\r\n\r\n\r\n<figure class=\"wp-block-image size-full\"><img fetchpriority=\"high\" decoding=\"async\" width=\"700\" height=\"941\" class=\"wp-image-1961\" src=\"https:\/\/www.oferreiter.com\/wp-content\/uploads\/2023\/08\/Ai-skin-cancer.jpg\" alt=\"\" srcset=\"https:\/\/www.oferreiter.com\/wp-content\/uploads\/2023\/08\/Ai-skin-cancer.jpg 700w, https:\/\/www.oferreiter.com\/wp-content\/uploads\/2023\/08\/Ai-skin-cancer-223x300.jpg 223w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><\/figure>\r\n","protected":false},"excerpt":{"rendered":"<p>Ofer Reiter1,2 &amp; Veronica Rotemberg1 &amp; Kivanc Kose1 &amp; Allan C. Halpern1 Abstract Purpose To review recent developments in artificial intelligence for skin cancer diagnosis. Recent Findings Major breakthroughs in recent years are likely related to advancements in utilization of convolutional neural networks (CNNs) for dermatologic image analysis, especially dermoscopy. Recent studies have shown that [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-3544","post","type-post","status-publish","format-standard","hentry","category-published-research"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.6 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Artificial Intelligence in Skin Cancer - \u05d3&quot;\u05e8 \u05e2\u05d5\u05e4\u05e8 \u05e8\u05d9\u05d9\u05d8\u05e8 \u05d0\u05d2\u05e8<\/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.oferreiter.com\/en\/artificial-intelligence-in-skin-cancer\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Artificial Intelligence in Skin Cancer - \u05d3&quot;\u05e8 \u05e2\u05d5\u05e4\u05e8 \u05e8\u05d9\u05d9\u05d8\u05e8 \u05d0\u05d2\u05e8\" \/>\n<meta property=\"og:description\" content=\"Ofer Reiter1,2 &amp; Veronica Rotemberg1 &amp; Kivanc Kose1 &amp; Allan C. Halpern1 Abstract Purpose To review recent developments in artificial intelligence for skin cancer diagnosis. Recent Findings Major breakthroughs in recent years are likely related to advancements in utilization of convolutional neural networks (CNNs) for dermatologic image analysis, especially dermoscopy. 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