Fed-Equilibrium resolves fairness issues in clinical federated learning

The new framework ensures both security and fair representation by preventing hospitals with small data volumes from being overshadowed by large centers. The study demonstrated, in a simulation using Canadian and US databases, that minority nodes perform similarly to large centers.