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Critical Care Medicine|December 28, 2012
Methods of blood pressure measurement in the ICULi-wei H Lehman, Mohammed Saeed, Daniel Talmor, et al.British Journal of Anaesthesia|July 14, 2021
Delaying initiation of diuretics in critically ill patients with recent vasopressor use and high positive fluid balanceZachary Shahn, Li-Wei H Lehman, Roger G Mark, et al.AMIA ... Annual Symposium Proceedings. AMIA Symposium|May 3, 2021
Is Deep Reinforcement Learning Ready for Practical Applications in Healthcare? A Sensitivity Analysis of Duel-DDQN for Hemodynamic Management in Sepsis PatientsMingYu Lu, Zachary Shahn, Daby Sow, et al.AMIA Joint Summits on Translational Science Proceedings. AMIA Joint Summits on Translational Science|June 3, 2024
Counterfactual Sepsis Outcome Prediction Under Dynamic and Time-Varying Treatment RegimesMegan Su, Stephanie Hu, Hong Xiong, et al.Critical Care (London, England)|February 24, 2020
Fluid-limiting treatment strategies among sepsis patients in the ICU: a retrospective causal analysisZach Shahn, Nathan I Shapiro, Patrick D Tyler, et al.... IEEE-EMBS International Conference on Biomedical and Health Informatics. IEEE-EMBS International Conference on Biomedical and Health Informatics|June 21, 2017
Estimating Patient's Health State Using Latent Structure Inferred from Clinical Time Series and TextAaron Zalewski, William Long, Alistair E W Johnson, et al.IEEE Transactions on Bio-Medical Engineering|November 9, 2023
Forecasting Treatment Outcomes Over Time Using Alternating Deep Sequential ModelsFeng Wu, Guoshuai Zhao, Yuerong Zhou, et al.Journal of Critical Care|February 16, 2023
Effects of aggressive and conservative strategies for mechanical ventilation liberationZach Shahn, Aman Choudhri, Boris Jung, et al.Proceedings of Machine Learning Research|November 15, 2019
Representation Learning Approaches to Detect False Arrhythmia Alarms from ECG DynamicsEric P Lehman, Rahul G Krishnan, Xiaopeng Zhao, et al.Journal of Critical Care|March 29, 2024
The impact of aggressive and conservative propensity for initiation of neuromuscular blockade in mechanically ventilated patients with hypoxemic respiratory failureZach Shahn, Boris Jung, Daniel Talmor, et al.Pageof 4