Publications

9 results for Li-Wei H. Lehman

The impact of aggressive and conservative propensity for initiation of neuromuscular blockade in mechanically ventilated patients with hypoxemic respiratory failure
- - Zach Shahn
  - Boris Jung
  - et al.
- 2024
- Journal of Critical Care
Effects of aggressive and conservative strategies for mechanical ventilation liberation
- - Zach Shahn
  - Aman Choudhri
  - et al.
- 2023
- Journal of Critical Care
G-Net: a Recurrent Network Approach to G-Computation for Counterfactual Prediction Under a Dynamic Treatment Regime
- - Rui Li
  - Stephanie Hu
  - et al.
- 2021
- ML4H 2021
Delaying initiation of diuretics in critically ill patients with recent vasopressor use and high positive fluid balance
- - Zachary Shahn
  - Li-Wei H. Lehman
  - et al.
- 2021
- British Journal of Anaesthesia
Fluid-limiting treatment strategies among sepsis patients in the ICU: A retrospective causal analysis
- - Zachary Shahn
  - Nathan I. Shapiro
  - et al.
- 2020
- Critical Care
Robust low-rank discovery of data-driven partial differential equations
- - Jun Li
  - Gan Sun
  - et al.
- 2020
- AAAI 2020
Is Deep Reinforcement Learning Ready for Practical Applications in Healthcare? A Sensitivity Analysis of Duel-DDQN for Hemodynamic Management in Sepsis Patients
- - MingYu Lu
  - Zachary Shahn
  - et al.
- 2020
- AMIA ... Annual Symposium proceedings. AMIA Symposium
Retaining privileged information for multi-task learning
- - Fengyi Tang
  - Cao Xiao
  - et al.
- 2019
- KDD 2019
Predicting and understanding unexpected respiratory decompensation in critical care using sparse and heterogeneous clinical data
- - Oliver Ren
  - Alistair E. W. Johnson
  - et al.
- 2018
- ICHI 2018