FairFedMed-Chest

FairFedMed-Chest is a component of the FairFedMed dataset that simulates real cross-institutional federated learning using subsets of CheXpert and MIMIC-CXR, designed to evaluate group fairness in medical imaging across diverse demographic attributes.

Papers using FairFedMed-Chest (1)

FairFedMed: Benchmarking Group Fairness in Federated Medical Imaging with FairLoRA2025