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
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13 results for Zachary Shahn
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
Fluid-limiting treatment strategies among sepsis patients in the ICU: A retrospective causal analysis
- Zachary Shahn
- Nathan I. Shapiro
- et al.
- 2020
- Critical Care
Effects of aggressive and conservative strategies for mechanical ventilation liberation
- Zach Shahn
- Aman Choudhri
- et al.
- 2023
- Journal of Critical Care
A formal causal interpretation of the case-crossover design
- Zach Shahn
- Miguel A. Hernán
- et al.
- 2022
- Biometrics
Rejoinder: A formal causal interpretation of the case-crossover design
- Zach Shahn
- Miguel A. Hernán
- et al.
- 2022
- Biometrics
Systematically exploring repurposing effects of antihypertensives
- Zach Shahn
- Phoebe Spear
- et al.
- 2022
- Pharmacoepidemiology and Drug Safety
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
Estimating optimal dynamic treatment strategies under resource constraints using dynamic marginal structural models
- Ellen C. Caniglia
- Eleanor J. Murray
- et al.
- 2021
- Statistics in Medicine
Efficient Estimation of Optimal Regimes Under a No Direct Effect Assumption
- Lin Liu
- Zachary Shahn
- et al.
- 2021
- JASA