Differentially private federated deep learning for multi-site medical image segmentation

Alexander Ziller, Dmitrii Usynin, Nicolas Remerscheid +5

Collaborative machine learning techniques such as federated learning (FL) enable the training of models on effectively larger datasets without data transfer. Recent initiatives hav…