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使用LEDNet和Swin-UMamba进行精确的皮肤病变细分的混合方法

Muhammad Ahtsam Naeem1, Shangming Yang1, Muhammad Asim Saleem2

  • 1School of Information and Software Engineering, University of Electronic Science and Technology of China, Chengdu, China.

Scientific reports
|February 6, 2026
PubMed
概括

结合LEDNet和Swin-UMamba的新混合模型增强了皮肤病变细分,以改善皮肤癌检测. 这种先进的方法准确地划分复杂的病变,显示出临床皮肤病学应用的巨大潜力.

关键词:
深度学习是一种深度学习.边缘检测 边缘检测 边缘检测医学成像分析分析 医学成像分析多个尺度的细分化.皮肤病变细分 皮肤病变细分

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