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Updated: May 28, 2025

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在计算机辅助皮肤癌检测中用于黑色素瘤诊断的高级深度学习模型

Ranpreet Kaur1, Hamid GholamHosseini2, Maria Lindén3

  • 1Department of Software Engineering & AI, Media Design School, Auckland 1010, New Zealand.

Sensors (Basel, Switzerland)
|February 13, 2025
PubMed
概括

早期检测黑色素瘤,最致命的皮肤癌,至关重要. 这项研究开发了一种计算机辅助诊断 (CAD) 的自动化模型,通过皮肤镜图像对黑色素瘤进行分类,其准确度达到93.40%.

关键词:
这是分类分类的分类.深度学习是一种深度学习.黑色素瘤是一种黑色素瘤.细分化 细分化的细分化皮肤癌是皮肤癌.

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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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