Alejandro Schuler
Alejandro Schuler
Data Scientist, Unlearn.ai
Verifierad e-postadress på unlearn.ai
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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
1012018
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
432018
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
412018
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
352018
Cost-effectiveness of Intensive Blood Pressure Management
JDGF Ilana B. Richman, Michael Fairley, Mads Emil Jørgensen, Alejandro ...
JAMA Cardiology, 2016
332016
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
302020
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
272016
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
232018
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
202018
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
142020
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
122020
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
112020
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
112018
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
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
PREDICTION OF OBSTETRIC AND FETAL COMPLICATIONS USING AUTOMATED ELECTRONIC HEALTH RECORD DATA
GJ Escobar, L Soltesz, A Schuler, H Niki, I Malenica, C Lee
American Journal of Obstetrics and Gynecology, 2020
22020
General-purpose validation and model selection when estimating individual treatment effects
A Schuler, N Shah
ArXiv. org, 2018
22018
Operationally-informed hospital-wide discharge prediction using machine learning
A Ward, A Mann, J Vallon, G Escobar, N Bambos, A Schuler
2020 IEEE International Conference on E-Health Networking, Application …, 2021
12021
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
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Artiklar 1–20