Privacy-Preserving Generative Modeling and Clinical Validation of Longitudinal Health Records for Chronic Disease

Explore DP-TimeGAN, a novel architecture integrating differential privacy into time-series generative models to synthesize longitudinal health records while ...

Level: advanced

By Benjamin D. Ballyk, Ankit Gupta, Sujay Konda, Kavitha Subramanian, Chris Landon, Ahmed Ammar Naseer, Georg Maierhofer, Sumanth Swaminathan, Vasudevan Venkateshwaran

Category: research