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Updated: Jul 24, 2025

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FedOSS:通过客户间差异和协作进行联合开放集识别.

Meilu Zhu, Jing Liao, Jun Liu

    IEEE transactions on medical imaging
    |July 10, 2023
    PubMed
    概括

    联合开放集识别 (FedOSR) 通过跨站点训练模型来解决医疗AI中的隐私风险. 一个新的框架,FedOSS,合成未知疾病样本,以提高已知和未见疾病的准确性.

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