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基于数据子集表示的垂直联合学习用于医疗保健应用程序.

Yukun Shi1, Jilin Zhang1, Meiting Xue1

  • 1School of Cyberspace, Hangzhou Dianzi University, Hangzhou, 310018, China.

Computer methods and programs in biomedicine
|February 15, 2025
PubMed
概括

通过使医院能够使用垂直联合学习 (VFL) 协同训练模型,FedRL改善了医疗保健AI. 这种方法在有限的数据基础上提高了疾病分类的性能,优于现有的方法.

关键词:
隐藏特征表示的隐藏特征表示.保护隐私 保护隐私 保护隐私智能医疗保健是一个智能医疗保健.垂直联合学习是指垂直联合学习.

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