FedVCK: A Data-Centric Approach to Address Non-IID Challenges in Federated Medical Image Analysis
Federated learning has emerged as an approach for collaborative training among medical institutions while preserving data privacy. However, the non-IID nature of data, stemming from differences in institutional specializations and regional demographics, creates significant challenges. […]