Alejandro Schuler
Title
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Cited by
Year
Some methods for heterogeneous treatment effect estimation in high dimensions
S Powers, J Qian, K Jung, A Schuler, NH Shah, T Hastie, R Tibshirani
Statistics in medicine 37 (11), 1767-1787, 2018
862018
The impact of acute organ dysfunction on long-term survival among sepsis survivors
A Schuler, DA Wulf, Y Lu, TJ Iwashyna, GJ Escobar, NH Shah, VX Liu
Critical care medicine 46 (6), 843, 2018
342018
Comparing methods for estimation of heterogeneous treatment effects using observational data from health care databases
T Wendling, K Jung, A Callahan, A Schuler, NH Shah, B Gallego
Statistics in medicine 37 (23), 3309-3324, 2018
312018
Cost-effectiveness of Intensive Blood Pressure Management
JDGF Ilana B. Richman, Michael Fairley, Mads Emil Jørgensen, Alejandro ...
JAMA Cardiology, 2016
292016
Association of hemoglobin A1c levels with use of sulfonylureas, dipeptidyl peptidase 4 inhibitors, and thiazolidinediones in patients with type 2 diabetes treated with …
R Vashisht, K Jung, A Schuler, JM Banda, RW Park, S Jin, L Li, JT Dudley, ...
JAMA network open 1 (4), e181755-e181755, 2018
252018
A comparison of methods for model selection when estimating individual treatment effects
A Schuler, M Baiocchi, R Tibshirani, N Shah
arXiv preprint arXiv:1804.05146, 2018
202018
Discovering patient phenotypes using generalized low rank models
A Schuler, V Liu, J Wan, A Callahan, M Udell, DE Stark, NH Shah
Biocomputing 2016: Proceedings of the Pacific Symposium, 144-155, 2016
192016
Ngboost: Natural gradient boosting for probabilistic prediction
T Duan, A Anand, DY Ding, KK Thai, S Basu, A Ng, A Schuler
International Conference on Machine Learning, 2690-2700, 2020
162020
Performing an informatics consult: methods and challenges
A Schuler, A Callahan, K Jung, NH Shah
Journal of the American College of Radiology 15 (3), 563-568, 2018
112018
An evaluation of clinical order patterns machine-learned from clinician cohorts stratified by patient mortality outcomes
JK Wang, J Hom, S Balasubramanian, A Schuler, NH Shah, MK Goldstein, ...
Journal of biomedical informatics 86, 109-119, 2018
102018
Synth-validation: Selecting the best causal inference method for a given dataset
A Schuler, K Jung, R Tibshirani, T Hastie, N Shah
arXiv preprint arXiv:1711.00083, 2017
82017
How confident are we about observational findings in healthcare: a benchmark study
MJ Schuemie, MS Cepeda, MA Suchard, J Yang, Y Tian, A Schuler, ...
Harvard data science review 2 (1), 2020
72020
Association between peripheral blood oxygen saturation (SpO2)/fraction of inspired oxygen (FiO2) ratio time at risk and hospital mortality in mechanically ventilated patients
JY Adams, AJ Rogers, A Schuler, GP Marelich, JM Fresco, SL Taylor, ...
The Permanente Journal 24, 2020
62020
Automated identification of adults at risk for in-hospital clinical deterioration
GJ Escobar, VX Liu, A Schuler, B Lawson, JD Greene, P Kipnis
New England Journal of Medicine 383 (20), 1951-1960, 2020
52020
Inpatient clinical order patterns machine-learned from teaching versus attending-only medical services
JK Wang, A Schuler, NH Shah, MTM Baiocchi, JH Chen
AMIA Summits on Translational Science Proceedings 2018, 226, 2018
32018
The association between SpO2/FiO2 ratio time-at-risk and hospital mortality in mechanically ventilated patients
JY Adams, A Rogers, A Schuler, GP Marelich, JM Fresco, SL Taylor, ...
C23. CRITICAL CARE: WHAT CAN BE MEASURED CAN BE IMPROVED-INVESTIGATING THE …, 2017
32017
General-purpose validation and model selection when estimating individual treatment effects
A Schuler, N Shah
ArXiv. org, 2018
22018
Increasing the efficiency of randomized trial estimates via linear adjustment for a prognostic score
A Schuler, D Walsh, D Hall, J Walsh, C Fisher
arXiv preprint arXiv:2012.09935, 2020
12020
Bayesian prognostic covariate adjustment
D Walsh, A Schuler, D Hall, J Walsh, C Fisher
arXiv preprint arXiv:2012.13112, 2020
2020
Predicting preventable hospital readmissions with causal machine learning
BJ Marafino, A Schuler, VX Liu, GJ Escobar, M Baiocchi
Health Services Research 55 (6), 993-1002, 2020
2020
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Articles 1–20