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
Publications
This is our catalog of publications authored by IBM researchers, in collaboration with the global research community. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.
Date
Featured collections
Popular topics
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