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Updated: Jun 29, 2025

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通过自我训练改善皮肤损伤细分

Aleksandra Dzieniszewska1, Piotr Garbat1, Ryszard Piramidowicz1

  • 1Institute of Microelectronics and Optoelectronics, Warsaw University of Technology, 00-662 Warsaw, Poland.

Cancers
|March 28, 2024
PubMed
概括

本研究引入了一种半监督学习方法,用于使用杂学生方法对皮肤病变进行细分. 它在有限的标记数据下显著提高了细分精度,有助于皮肤癌诊断.

关键词:
深度学习是一种深度学习.皮肤显微镜图像 皮肤显微镜图像半监督学习 半监督学习皮肤癌是皮肤癌.皮肤病变细分 皮肤病变细分

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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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