DeCaF/FAIR@MICCAI

Towards Sparsified Federated Neuroimaging Models via Weight Pruning

Pub Date : 2022-08-24 DOI: 10.48550/arXiv.2208.11669 Dimitris Stripelis, Umang Gupta, N. Dhinagar, G. V. Steeg, Paul M. Thompson, J. Ambite

Split-U-Net: Preventing Data Leakage in Split Learning for Collaborative Multi-Modal Brain Tumor Segmentation

Pub Date : 2022-08-22 DOI: 10.48550/arXiv.2208.10553 H. Roth, Ali Hatamizadeh, Ziyue Xu, Can Zhao, Wenqi Li, A. Myronenko, Daguang Xu

Cluster Based Secure Multi-Party Computation in Federated Learning for Histopathology Images

Pub Date : 2022-08-21 DOI: 10.48550/arXiv.2208.10919 S. M. Hosseini, Milad Sikaroudi, Morteza Babaie, H. Tizhoosh