{"about":{"site":"https://codewithpapers.app","non_affiliation":"Code with Papers and Syntology are not affiliated with, endorsed by, or sponsored by Papers with Code, Meta, or the pwc-archive mirror.","licence":"CC BY-SA 4.0","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","attribution":"https://codewithpapers.app/attribution","modified":"archive material modified by Syntology; see the attribution page"},"url":"/paper/image-classification-of-melanoma-nevus-and","title":"Image Classification of Melanoma, Nevus and Seborrheic Keratosis by Deep Neural Network Ensemble","arxiv_id":"1703.03108","date":"2017-03-09","proceeding":null,"authors":["Kazuhisa Matsunaga","Akira Hamada","Akane Minagawa","Hiroshi Koga"],"abstract":"This short paper reports the method and the evaluation results of Casio and\nShinshu University joint team for the ISBI Challenge 2017 - Skin Lesion\nAnalysis Towards Melanoma Detection - Part 3: Lesion Classification hosted by\nISIC. Our online validation score was 0.958 with melanoma classifier AUC 0.924\nand seborrheic keratosis classifier AUC 0.993.","url_abs":"http://arxiv.org/abs/1703.03108v1","url_pdf":"http://arxiv.org/pdf/1703.03108v1.pdf","source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","row_kind":"abstracts"},"code_links":[{"paper_slug":"image-classification-of-melanoma-nevus-and","repo_url":"https://github.com/Abdulrahman-Adel/Skin-Cancer-Detection","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":0,"framework":"pytorch","reach":{"status":"ok","spdx":"MIT"}}],"tasks":[{"task_slug":"classification","task_name":"General Classification"},{"task_slug":"image-classification","task_name":"Image Classification"},{"task_slug":"lesion-classification","task_name":"Lesion Classification"},{"task_slug":"image-classification","task_name":"image-classification"}],"methods":[],"datasets_introduced":[],"methods_introduced":[],"results":[],"syntology":{"atlas_url":"https://app.syntology.ai/?focus=1703.03108","mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}