Anatomical 3D Style Transfer Enabling Efficient Federated Learning with Extremely Low Communication Costs

Yuto Shibata, Yasunori Kudo, Yohei Sugawara

In this study, we propose a novel federated learning (FL) approach that utilizes 3D style transfer for the multi-organ segmentation task. The multi-organ dataset, obtained by integ…