Yiye Zhang

Dr. Yiye Zhang is an Associate Professor of Population Health Sciences and Emergency Medicine at Weill Cornell Medical College, with research focused on health informatics, machine learning, and data-driven clinical decision support. She also serves as the Informatics Director of Clinical Decision Support at NewYork-Presbyterian Hospital.

• Ph.D. in Information Systems Management, Carnegie-Mellon University (2016)
• M.S., Columbia University (2011)
• B.A., Washington University in St. Louis (2009)

Dr. Zhang's research integrates machine learning with social determinants of health to predict maternal health outcomes, optimize clinical workflows, and address health disparities. Her work spans postpartum depression prediction, Long COVID analysis, and opioid prescribing equity.

The 15 most recent articles highlight her focus on AI applications in maternal health, EHR-based predictive modeling for postpartum depression and Long COVID, social determinants of health, and clinical workflow optimization via machine learning. Key journals include Nature Communications, JMIR, and JAMIA.

• NIH Study Section Reviewer (Ad Hoc)
• NSF Study Section Reviewer (Ad Hoc)
• JAMIA Open Guest Editor, Women's Health Special Issue

Her funded grants include NIH projects on multimodal SDOH data for maternal health, geriatric ED risk prediction, and opioid policy impacts. She leads clinical implementation of AI models into Epic EHR systems.