Mansi Sharma

FedCVDSyn: Federated Generation of Synthetic Tabular Healthcare Data for Privacy-Preserving Cardiovascular Research

Cardiovascular disease (CVD) is a global leading cause of death, but challenges exist in developing strong predictive models due to stringent privacy guidelines and fragmented healthcare data systems. Federated learning and synthetic data production provide two promising options for privacy-preserving solutions; howeve...