Federated Transfer Learning for Medical Image Classification under Mixed Skew

Alexandre G. Leclercq, Sébastien Bougleux, Aurélien Corroyer-Dulmont +1

Deep learning in medical imaging is constrained by data scarcity and by privacy regulations that make centralizing patient data across institutions impractical. Federated Learning…