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VariMix:用于解释医学图像分类的多样性引导数据混合框架

Xiangyu Xiong1, Yue Sun1, Xiaohong Liu2

  • 1Faculty of Applied Sciences, Macao Polytechnic University, Macao, 999078, China.

Computer methods and programs in biomedicine
|August 21, 2025
PubMed
概括

VariMix是一个新的数据混合框架,通过使用绝对差异地图来解决合成图像中的标签不匹配,从而提高医学图像分类的准确性. 这种方法显著提高了医疗AI应用中的深度神经网络的概括性.

关键词:
数据多样性可解释性超平面标签不匹配混合物综合数据

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