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

Miguel Tarazona-Odar, Wendel Palomino-Davalos, W. Auccahuasi
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引用次数: 0

摘要

皮肤癌的早期发现对其治疗至关重要。从这个意义上说,有许多技术和仪器供医务人员进行各自的诊断;然而,这些仪器可能很昂贵,或者根本无法获得。因此,本研究提出了一种通过数字摄影检测皮肤黑色素瘤的移动应用程序,在使用80张皮肤病变图像(其中40张为良性,40张为恶性)进行的测试中,该应用程序的准确率达到96%。应用程序获取图像并将其发送到服务器进行处理,该处理基于拍摄样本的边界不对称和不规则性的标准。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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.
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