Federated Learning on Clinical Benchmark Data: Performance Assessment
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DOI: 10.2196/20891
Abstract: Background Federated learning (FL) is a newly proposed machine-learning method that uses a decentralized dataset. Since data transfer is not necessary for the learning process in FL, there is a significant advantage in protecting personal… read more here.
Keywords: dataset; mimic iii; achieved auroc; performance ... See more keywords