IEEE journal of biomedical and health informatics
FedACT: Federated Agnostic Learning on Limited Decentralized CT Images With Knowledge Transferring Process.
Liuyin Chen, Long Wang, Guoyuan Liang, Zijun Zhang
Published: 202510.1109/JBHI.2025.3639624
Abstract
Existing federated learning primarily focuses on problem setups where servers and clients engage in model training for one or multiple specific tasks. However, in real-world scenarios, the required diagnoses at clinical sites can vary due to the dive…
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