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使用强化学习和支持向量机器优化,通过增强的鱼类迁移优化算法优化,从皮肤镜像中检测黑色素瘤的最佳方法.

Qianqian Liu1, Hiroto Kawashima1, Asad Rezaei Sofla2,3

  • 1Laboratory of Microbiology and Immunology, Graduate School of Pharmaceutical Sciences, Chiba University, Chiba 260-8675, Japan.

Heliyon
|October 27, 2023
PubMed
概括

一种新方法使用强化学习和增强鱼迁移优化器 (EFMO) 算法进行最佳黑色素瘤检测. 这种方法增强了早期皮肤癌诊断,改善了患者的治疗结果.

关键词:
增强的鱼类迁移优化器 (EFMO)功能提取 功能提取功能选择 功能选择黑色素瘤检测检测方法强化学习是一种强化学习.支持矢量机器的支持矢量机器.

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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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