Federated Learning

Flamby: Datasets and Benchmarks for Cross-Silo Federated Learning in Realistic Healthcare Settings Accepted paper at NeurIPS'22

FedPerl: Semi-Supervised Peer Learning for Skin Lesion Classification Accepted paper at MICCAI'21 and extended to MELBA

FedDis: Disentangled Federated Learning for Unsupervised Brain Pathology Segmentation Accepted paper at MICCAI'21 DCL and extended to a journal

FedNorm: Modality-Based Normalization in Federated Learning for Multi-Modal Liver Segmentation Under Review

Shadi Albarqouni
Shadi Albarqouni
Professor of Computational Medical Imaging Research at University of Bonn | AI Young Investigator Group Leader at Helmholtz AI