SplitFed-CL: A Split Federated Co-Learning Framework for Medical Image Segmentation with Inaccurate Labels

Zahra Hafezi Kafshgari, Hadi Hadizadeh, Parvaneh Saeedi

Split Federated Learning (SplitFed) combines federated and split learning to preserve privacy while reducing client-side computation. However, in medical image segmentation, hetero…