Federated Learning on Clinical Benchmark Data: Performance Assessment

BackgroundFederated 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 privacy. Therefore, many studies are being actively conducted...

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Main Authors: Lee, Geun Hyeong (Author), Shin, Soo-Yong (Author)
Formato: Livro
Publicado em: JMIR Publications, 2020-10-01T00:00:00Z.
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