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Updated: Jun 21, 2025

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使用几何图案和CNN-SVM分类来检测不对称的病变.

M A Rasel1, Sameem Abdul Kareem1, Zhenli Kwan2

  • 1Department of Artificial Intelligence, Faculty of Computer Science and Information Technology, Universiti Malaya, Kuala Lumpur, 50603, Malaysia.

Computers in biology and medicine
|July 14, 2024
PubMed
概括

这项研究引入了一种新的算法,用于分析皮肤损伤形状的皮肤镜像,提高黑色素瘤诊断的准确性. 开发的图像处理技术有效地识别了不对称的病变,帮助临床医生在早期检测.

关键词:
皮肤镜像图像 皮肤镜像图像图像处理 图像处理黑色素瘤 - 非对称的黑色素瘤多类SVM多类SVM预先训练的-CNN

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Skin Cancer01:30

Skin Cancer

Skin cancer is a type of cancer that occurs when there is an abnormal growth of skin cells, usually triggered by damage to the DNA within the skin cells. It is primarily caused by exposure to ultraviolet (UV) radiation from the sun or artificial sources like tanning beds. Skin cancer is the most common type of cancer worldwide, and its incidence continues to rise.
Basal Cell Carcinoma (BCC): BCC is the most common type of skin cancer, accounting for about 80% of cases. It typically develops in...
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