3 papers
q-bio.GN2026
Population-Specific Genetic and Non-Genetic Influences on Sleep Traits and Health Outcomes
Jiheum Park, Stephanie Y. Shue, Rocio Barragan +4
Sleep traits are shaped by genetic and environmental factors and may influence many health conditions. The All of Us Research Program, which includes EHR, physical measurements, ge…
cs.LG2026
Toward Scalable Early Cancer Detection: Evaluating EHR-Based Predictive Models Against Traditional Screening Criteria
Jiheum Park, Chao Pang, Tristan Y. Lee +4
Current cancer screening guidelines cover only a few cancer types and rely on narrowly defined criteria such as age or a single risk factor like smoking history, to identify high-r…
cs.LG2025
CEHR-XGPT: A Scalable Multi-Task Foundation Model for Electronic Health Records
Chao Pang, Jiheum Park, Xinzhuo Jiang +5
Electronic Health Records (EHRs) provide a rich, longitudinal view of patient health and hold significant potential for advancing clinical decision support, risk prediction, and da…