Federated Learning in Healthcare: A Benchmark Comparison of Engineering and Statistical Approaches for Structured Data Analysis

Siqi Li, Di Miao, Qiming Wu, Chuan Hong, Nan Liu

Keywords: Clinical Decision-Making, Distributed Algorithms, Distributed Learning, Electronic Health Records, Federated Learning

Confirmation Of Submission Requirements: I submit a previously published paper. It was published in an archival peer–reviewed venue on or after September 8th 2024, I specify the DOI in the field below, and I submit the camera-ready version of the paper.

DOI: https://doi.org/10.34133/hds.0196

Submission Number: 88