2 papers
cs.LG2026
KMGen: A Skill-based Approach for Synthetic Individual Patient Data Generation
Jalen Jiang, Chufan Gao, Ethan Rasmussen +2
Individual patient data (IPD) from clinical trials is the substrate for survival modeling, meta-analysis, and safety research, yet IPD is rarely released. Prior work has addressed…
cs.LG2026
Accelerating Reproducible Research in Synthetic EHR Generation
Jalen Jiang, Chufan Gao, Ethan Rasmussen +2
The generation of high-fidelity synthetic Electronic Health Records (EHR) is crucial for advancing medical research while preserving patient privacy. However, head-to-head comparis…