Federated Learning

Shadi Albarqouni

Jun 23, 2022

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

Federated-Learning federated-learning

Shadi Albarqouni

Professor of Computational Medical Imaging Research at University of Bonn | AI Young Investigator Group Leader at Helmholtz AI | Affiliate Scientist at Technical University of Munich