Abstract: Device-to-device (D2D)-assisted decentralized learning has been proposed for collaborative model training without the parameter server while protecting the data privacy. However, in such ...
Abstract: Federated Learning (FL) offers a distributed machine learning framework that enables collaborative model training across multiple data sources without the need to share raw data, thereby ...
Ischemic heart failure (IHF) is a major cause of cardiovascular morbidity worldwide, characterized by complex tissue remodeling and inflammation. However, reliable molecular biomarkers for early ...
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