Yifan Liu

Using electronic health records for population health sciences: a case study to evaluate the associations between changes in left ventricular ejection fraction and the built environment

Evan T. Sholle, Evan T Sholle, J. Pathak, 2020, JAMIA open.

Identifying urban built environment factors in pregnancy care and maternal mental health outcomes

Oliver H. Gao, J. Pathak, A. Roychoudhury, 2021, BMC Pregnancy and Childbirth.

Deep significance clustering: a novel approach for identifying risk-stratified and predictive patient subgroups

J. Pathak, Yiye Zhang, Lakshminarayanan Subramanian, 2021, J. Am. Medical Informatics Assoc..

The Association Between Time to First Dose of Venous Thromboembolism Prophylaxis and the Incidence of Hospital-Acquired Venous Thromboembolism

O. Unlu, Yiye Zhang, P. Steel, 2022, Journal of patient safety.

USING MACHINE LEARNING METHODS TO ASSESS THE RISK OF ALCOHOL MISUSE IN OLDER ADULTS

S. Kulm, Yifan Liu, Yiye Zhang, 2023, Research square.

Preparing for the bedside—optimizing a postpartum depression risk prediction model for clinical implementation in a health system

Meghan Reading Turchioe, Rochelle Joly, Yifan Liu, 2024, J. Am. Medical Informatics Assoc..