Jaimatul Inan

Federated Multimodal Knowledge Distillation for Heart Failure Risk Prediction Using Clinical Data

Heart failure risk is a major global health challenge and early prediction is essential for improving patient outcomes. However, existing clinical prediction methods either rely on centralized data sharing, raising patient privacy concerns or use unimodal models that overlook complementary imaging information. In this...