Publications by authors named "Alejandro Schuler"

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Prognostic adjustment with efficient estimators to unbiasedly leverage historical data in randomized trials.
Lauren D Liao, Emilie Højbjerre-Frandsen, Alan E Hubbard, Alejandro Schuler

Int J Biostat· May 2025

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SuperNOVA: Semi-Parametric Identification and Estimation of Interaction and Effect Modification in Mixed Exposures using Stochastic Interventions in R.
David McCoy, Alejandro Schuler, Alan Hubbard, Mark van der Laan

J Open Source Softw· November 2023

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Increasing the efficiency of randomized trial estimates via linear adjustment for a prognostic score.
Alejandro Schuler, David Walsh, Diana Hall, Jon Walsh, Charles Fisher

Int J Biostat· November 2022

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Comparing the effectiveness of a brief intervention to reduce unhealthy alcohol use among adult primary care patients with and without depression: A machine learning approach with augmented inverse probability weighting.
Santiago Papini, Felicia W Chi, Alejandro Schuler, Derek D Satre, Vincent X Liu

Drug Alcohol Depend· October 2022

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Evaluation of Incident 7-Day Infection and Sepsis Hospitalizations in an Integrated Health System.
Vincent X Liu, Raj N Manickam, John D Greene, Alejandro Schuler, Patricia Kipnis

Ann Am Thorac Soc· May 2022

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Exploratory analysis of novel electronic health record variables for quantification of healthcare delivery strain, prediction of mortality, and prediction of imminent discharge.
Catherine Lee, Brian L Lawson, Ariana J Mann, Vincent X Liu, Laura C Myers, Alejandro Schuler

J Am Med Inform Assoc· May 2022

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Mixed Models for Repeated Measures Should Include Time-by-Covariate Interactions to Assure Power Gains and Robustness Against Dropout Bias Relative to Complete-Case ANCOVA.
Alejandro Schuler

Ther Innov Regul Sci· January 2022

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Unsupervised Learning for Automated Detection of Coronary Artery Disease Subgroups.
Alyssa M Flores, Alejandro Schuler, Anne Verena Eberhard, Jeffrey W Olin, John P Cooke

J Am Heart Assoc· December 2021

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Automated alerts in obstetrics.
Gabriel J Escobar, Alejandro Schuler, Catherine Lee

Am J Obstet Gynecol· August 2021

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Designing efficient randomized trials: power and sample size calculation when using semiparametric efficient estimators.
Alejandro Schuler

Int J Biostat· August 2021

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Evaluation of an intervention targeted with predictive analytics to prevent readmissions in an integrated health system: observational study.
Ben J Marafino, Gabriel J Escobar, Michael T Baiocchi, Vincent X Liu, Colleen C Plimier, Alejandro Schuler

BMJ· August 2021

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Association Between Peripheral Blood Oxygen Saturation (SpO)/Fraction of Inspired Oxygen (FiO) Ratio Time at Risk and Hospital Mortality in Mechanically Ventilated Patients.
Jason Y Adams, Angela J Rogers, Alejandro Schuler, Gregory P Marelich, Jennifer M Fresco

Perm J· May 2021

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The Presentation, Pace, and Profile of Infection and Sepsis Patients Hospitalized Through the Emergency Department: An Exploratory Analysis.
Vincent X Liu, Meghana Bhimarao, John D Greene, Raj N Manickam, Adriana Martinez, Alejandro Schuler

Crit Care Explor· March 2021

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Prediction of obstetrical and fetal complications using automated electronic health record data.
Gabriel J Escobar, Lauren Soltesz, Alejandro Schuler, Hamid Niki, Ivana Malenica

Am J Obstet Gynecol· February 2021

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Correction to "Predicting preventable hospital readmissions with causal machine learning".
Ben J Marafino, Alejandro Schuler, Vincent X Liu, Gabriel J Escobar, Mike Baiocchi

Health Serv Res· February 2021

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Predicting preventable hospital readmissions with causal machine learning.
Ben J Marafino, Alejandro Schuler, Vincent X Liu, Gabriel J Escobar, Mike Baiocchi

Health Serv Res· December 2020

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Automated Identification of Adults at Risk for In-Hospital Clinical Deterioration.
Gabriel J Escobar, Vincent X Liu, Alejandro Schuler, Brian Lawson, John D Greene

N Engl J Med· November 2020

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Assessment of Value of Neighborhood Socioeconomic Status in Models That Use Electronic Health Record Data to Predict Health Care Use Rates and Mortality.
Alejandro Schuler, Liam O'Súilleabháin, Gina Rinetti-Vargas, Patricia Kipnis, Fernando Barreda

JAMA Netw Open· October 2020

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How Confident Are We about Observational Findings in Healthcare: A Benchmark Study.
Martijn J Schuemie, M Soledad Cepeda, Marc A Suchard, Jianxiao Yang, Yuxi Tian, Alejandro Schuler

Harv Data Sci Rev· January 2020

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An evaluation of clinical order patterns machine-learned from clinician cohorts stratified by patient mortality outcomes.
Jason K Wang, Jason Hom, Santhosh Balasubramanian, Alejandro Schuler, Nigam H Shah

J Biomed Inform· October 2018

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Association of Hemoglobin A1c Levels With Use of Sulfonylureas, Dipeptidyl Peptidase 4 Inhibitors, and Thiazolidinediones in Patients With Type 2 Diabetes Treated With Metformin: Analysis From the Observational Health Data Sciences and Informatics Initiative.
Rohit Vashisht, Kenneth Jung, Alejandro Schuler, Juan M Banda, Rae Woong Park

JAMA Netw Open· August 2018

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The Impact of Acute Organ Dysfunction on Long-Term Survival in Sepsis.
Alejandro Schuler, David A Wulf, Yun Lu, Theodore J Iwashyna, Gabriel J Escobar

Crit Care Med· June 2018

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Some methods for heterogeneous treatment effect estimation in high dimensions.
Scott Powers, Junyang Qian, Kenneth Jung, Alejandro Schuler, Nigam H Shah

Stat Med· May 2018

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Inpatient Clinical Order Patterns Machine-Learned From Teaching Versus Attending-Only Medical Services.
Jason K Wang, Alejandro Schuler, Nigam H Shah, Michael T M Baiocchi, Jonathan H Chen

AMIA Jt Summits Transl Sci Proc· May 2018

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Performing an Informatics Consult: Methods and Challenges.
Alejandro Schuler, Alison Callahan, Kenneth Jung, Nigam H Shah

J Am Coll Radiol· March 2018

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