Publications by authors named "Shengpu Tang"

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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 Study.
Jung Min Lee, Shengpu Tang, Michael Sjoding, Jenna Wiens

JMIR Med Inform· October 2025

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Guiding Clostridioides difficile Infection Prevention Efforts in a Hospital Setting With AI.
Shengpu Tang, Stephanie Shepard, Rebekah Clark, Erkin Ötles, Chidimma Udegbunam

JAMA Netw Open· June 2025

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Counterfactual-Augmented Importance Sampling for Semi-Offline Policy Evaluation.
Shengpu Tang, Jenna Wiens

Adv Neural Inf Process Syst· December 2023

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Early identification of patients admitted to hospital for covid-19 at risk of clinical deterioration: model development and multisite external validation study.
Fahad Kamran, Shengpu Tang, Erkin Otles, Dustin S McEvoy, Sameh N Saleh

BMJ· February 2022

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Respecting Autonomy And Enabling Diversity: The Effect Of Eligibility And Enrollment On Research Data Demographics.
Kayte Spector-Bagdady, Shengpu Tang, Sarah Jabbour, W Nicholson Price, Ana Bracic

Health Aff (Millwood)· December 2021

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Predicting postoperative opioid use with machine learning and insurance claims in opioid-naïve patients.
Jaewon Hur, Shengpu Tang, Vidhya Gunaseelan, Joceline Vu, Chad M Brummett

Am J Surg· September 2021

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Model Selection for Offline Reinforcement Learning: Practical Considerations for Healthcare Settings.
Shengpu Tang, Jenna Wiens

Proc Mach Learn Res· August 2021

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Evaluating a Widely Implemented Proprietary Deterioration Index Model among Hospitalized Patients with COVID-19.
Karandeep Singh, Thomas S Valley, Shengpu Tang, Benjamin Y Li, Fahad Kamran

Ann Am Thorac Soc· July 2021

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Democratizing EHR analyses with FIDDLE: a flexible data-driven preprocessing pipeline for structured clinical data.
Shengpu Tang, Parmida Davarmanesh, Yanmeng Song, Danai Koutra, Michael W Sjoding

J Am Med Inform Assoc· December 2020

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Evaluating a Widely Implemented Proprietary Deterioration Index Model Among Hospitalized COVID-19 Patients.
Karandeep Singh, Thomas S Valley, Shengpu Tang, Benjamin Y Li, Fahad Kamran

medRxiv· June 2020

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Predicting Acute Graft-Versus-Host Disease Using Machine Learning and Longitudinal Vital Sign Data From Electronic Health Records.
Shengpu Tang, Grant T Chappell, Amanda Mazzoli, Muneesh Tewari, Sung Won Choi

JCO Clin Cancer Inform· February 2020

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