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Updated: Jul 17, 2025

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电子健康记录和结构化医疗数据的联合和分布式学习应用程序:范围审查

Siqi Li1, Pinyan Liu1, Gustavo G Nascimento2,3

  • 1Centre for Quantitative Medicine, Duke-NUS Medical School, Singapore 169857, Singapore.

Journal of the American Medical Informatics Association : JAMIA
|August 28, 2023
PubMed
概括

联合学习 (FL) 显示了使用结构化数据保护隐私的临床研究的前景. 然而,与局部分析相比,当前的应用需要更强有力的临床益处证据,需要未来专注于实际实用性.

关键词:
在临床决策过程中.分布式算法是分布式算法.分布式学习是一种分布式的学习.电子健康记录是电子健康记录.联合学习的联合学习

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