Hani Alnami

Adaptive Federated Learning with Hierarchical Optimization and Dynamic Data Representation for Enhanced Healthcare Analytics

2025

Privacy and data variability concerns present significant challenges in developing predictive healthcare models, mainly when exchanging sensitive medical information among various healthcare centers. This study addresses these issues by proposing a Hierarchical Adaptive Federated Learning …