Miguel Tarazona-Odar, Wendel Palomino-Davalos, W. Auccahuasi
{"title":"通过数码摄影检测皮肤黑色素瘤的移动应用程序:初步可行性研究","authors":"Miguel Tarazona-Odar, Wendel Palomino-Davalos, W. Auccahuasi","doi":"10.1145/3584871.3584887","DOIUrl":null,"url":null,"abstract":"Early detection of skin cancer is essential for its treatment. In this sense, there are numerous techniques and instruments for medical personnel to make the respective diagnosis; however, these instruments can be expensive or simply not available. Therefore, this study proposes a mobile application for the possible detection of melanoma in the skin by digital photography, which has achieved 96% accuracy in the tests performed using 80 images of skin lesions of which 40 are benign and 40 malignant. The application takes the image and sends it to the server for processing, which is based on the criteria of asymmetry and irregularity of the border of the photographed sample.","PeriodicalId":173315,"journal":{"name":"Proceedings of the 2023 6th International Conference on Software Engineering and Information Management","volume":"205 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-01-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Mobile application for the possible detection of melanoma in the skin by digital photography: A preliminary feasibility study\",\"authors\":\"Miguel Tarazona-Odar, Wendel Palomino-Davalos, W. Auccahuasi\",\"doi\":\"10.1145/3584871.3584887\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Early detection of skin cancer is essential for its treatment. In this sense, there are numerous techniques and instruments for medical personnel to make the respective diagnosis; however, these instruments can be expensive or simply not available. Therefore, this study proposes a mobile application for the possible detection of melanoma in the skin by digital photography, which has achieved 96% accuracy in the tests performed using 80 images of skin lesions of which 40 are benign and 40 malignant. The application takes the image and sends it to the server for processing, which is based on the criteria of asymmetry and irregularity of the border of the photographed sample.\",\"PeriodicalId\":173315,\"journal\":{\"name\":\"Proceedings of the 2023 6th International Conference on Software Engineering and Information Management\",\"volume\":\"205 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-01-31\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of the 2023 6th International Conference on Software Engineering and Information Management\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1145/3584871.3584887\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 2023 6th International Conference on Software Engineering and Information Management","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3584871.3584887","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Mobile application for the possible detection of melanoma in the skin by digital photography: A preliminary feasibility study
Early detection of skin cancer is essential for its treatment. In this sense, there are numerous techniques and instruments for medical personnel to make the respective diagnosis; however, these instruments can be expensive or simply not available. Therefore, this study proposes a mobile application for the possible detection of melanoma in the skin by digital photography, which has achieved 96% accuracy in the tests performed using 80 images of skin lesions of which 40 are benign and 40 malignant. The application takes the image and sends it to the server for processing, which is based on the criteria of asymmetry and irregularity of the border of the photographed sample.