Shengpu Tang

Shengpu Tang

University of Michigan - Ann Arbor / United States
Others
AD Scientific Index ID: 6038576
person_outline Shengpu Tang's MOST POPULAR ARTICLES
1-) Evaluating a widely implemented proprietary deterioration index model among hospitalized patients with COVID-19K Singh, TS Valley, S Tang, BY Li, F Kamran, MW Sjoding, J Wiens, ...Annals of the American Thoracic Society 18 (7), 1129-1137, 2021104*2021
2-) Democratizing EHR analyses with FIDDLE: a flexible data-driven preprocessing pipeline for structured clinical dataS Tang, P Davarmanesh, Y Song, D Koutra, MW Sjoding, J WiensJournal of the American Medical Informatics Association 27 (12), 1921-1934, 2020842020
3-) Model selection for offline reinforcement learning: Practical considerations for healthcare settingsS Tang, J WiensMachine Learning for Healthcare Conference, 2-35, 2021792021
4-) Early identification of patients admitted to hospital for covid-19 at risk of clinical deterioration: model development and multisite external validation studyS Tang, F Kamran, E Otles, DS McEvoy, SN Saleh, J Gong, BY Li, S Dutta, ...BMJ 2022 (376), e068576, 2022512022
5-) Leveraging Factored Action Spaces for Efficient Offline Reinforcement Learning in HealthcareS Tang, M Makar, M Sjoding, F Doshi-Velez, J WiensAdvances in Neural Information Processing Systems, 2022402022