Federated Learning for Privacy-Preserving Medical Device Data Analysis

Introduction The widespread deployment of medical devices—such as wearable monitors, implantable sensors, and remote diagnostic tools—has revolutionized real-time healthcare. However, as these devices generate enormous volumes of sensitive patient da...