电子健康记录和结构化医疗数据的联邦和分布式学习应用：一项范围审视（英文版）

英文标题：Federated and distributed learning applications for electronic health records and structured medical data: A scoping review中文摘要：这篇综述研究了联合学习在结构化医疗数据上的应用，强调了应优先考虑临床实践和研究的需要，并发现目前这方面的应用缺乏临床意义方面的充分评估。英文摘要：Federated learning (FL) has gained popularity in clinical research in recentyears to facilitate privacy-preserving collaboration. Structured data, one ofthe most prevalent forms of clinical data, has experienced significant growthin volume concurrently, notably with the widespread adoption of