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在区域数据库中预测多药耐药结核病的联合学习框架.

Harsha Avinash Bhute1, Avinash N Bhute2, Kishor B Waghulde3

  • 1Department of Information Technology, Pimpri Chinchwad College of Engineering, Pune, Maharashtra, India.

The Indian journal of tuberculosis
|December 16, 2025
PubMed
概括

一个新的联合学习框架可以在不共享患者数据的情况下共同开发多药耐药结核病 (MDR-TB) 预测模型. 这种方法确保了数据隐私,同时实现了高准确度,与集中式方法相比,用于有效的MDR-TB管理.

关键词:
分布式医疗数据分布式医疗数据联合学习是联合学习.基因组和临床数据整合 基因组和临床数据整合多药耐药结核病 (MDR-TB) 是一种预测建模预测建模

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