Variation-Aware Federated Learning With Multi-Source Decentralized Medical Image Data

Yan, ZQ; Wicaksana, J; Wang, ZW; Yang, X; Cheng, KT

Yang, X (corresponding author), Huazhong Univ Sci & Technol, Sch Elect Informat & Commun, Wuhan 430074, Peoples R China.

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2021; 25 (7): 2615

Abstract

Privacy concerns make it infeasible to construct a large medical image dataset by fusing small ones from different sources/institutions. Therefore, fe......

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