Selma Aouamria

Blockchain-coordinated Federated Learning with Label-Aware Proximal Aggregation for Robust ECG Classification

Privacy preservation and trustworthy coordination remain major challenges in distributed healthcare analytics, particularly for ECG arrhythmia classification. Although Federated Learning (FL) enables collaborative model training without sharing raw patient data, its performance degrades under non-IID data distribut...