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Advances in Neural Information Processing Systems|December 15, 2025
Counterfactual-Augmented Importance Sampling for Semi-Offline Policy EvaluationShengpu Tang, Jenna WiensProceedings of Machine Learning Research|June 15, 2022
Model Selection for Offline Reinforcement Learning: Practical Considerations for Healthcare SettingsShengpu Tang, Jenna WiensJMIR Medical Informatics|October 10, 2025
Optimizing Loop Diuretic Treatment for Mortality Reduction in Patients With Acute Dyspnea Using a Practical Offline Reinforcement Learning Pipeline for Health Care: Retrospective Single-Center Simulation StudyJung Min Lee, Shengpu Tang, Michael Sjoding, et al.Journal of the American Medical Informatics Association : JAMIA|October 11, 2020
Democratizing EHR analyses with FIDDLE: a flexible data-driven preprocessing pipeline for structured clinical dataShengpu Tang, Parmida Davarmanesh, Yanmeng Song, et al.JCO Clinical Cancer Informatics|February 22, 2020
Predicting Acute Graft-Versus-Host Disease Using Machine Learning and Longitudinal Vital Sign Data From Electronic Health RecordsShengpu Tang, Grant T Chappell, Amanda Mazzoli, et al.American Journal of Surgery|April 6, 2021
Predicting postoperative opioid use with machine learning and insurance claims in opioid-naïve patientsJaewon Hur, Shengpu Tang, Vidhya Gunaseelan, et al.Health Affairs (Project Hope)|December 6, 2021
Respecting Autonomy And Enabling Diversity: The Effect Of Eligibility And Enrollment On Research Data DemographicsKayte Spector-Bagdady, Shengpu Tang, Sarah Jabbour, et al.Proceedings of Machine Learning Research|June 27, 2025
From Biased Selective Labels to Pseudo-Labels: An Expectation-Maximization Framework for Learning from Biased DecisionsTrenton Chang, Jenna WiensInfectious Disease Clinics of North America|September 2, 2025
Predictive Modeling for Clostridioides difficile Infection: Current State of the Science, Clinical Applications, and Future DirectionsKrishna Rao, Jenna WiensClinical Infectious Diseases : an Official Publication of the Infectious Diseases Society of America|October 12, 2017
Machine Learning for Healthcare: On the Verge of a Major Shift in Healthcare EpidemiologyJenna Wiens, Erica S ShenoyPageof 7