Gabriel J. Escobar

20 papers C 1Misc 2Journal 16Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Expanding care coordination in an integrated health system through causal machine learning.
npj Digit. Medicine
Ben J. Marafino, Colleen Plimier, Patricia Kipnis, Gabriel J. Escobar, Laura C. Myers, Michelle C. Donnelly, John D. Greene, Marc D. Flagg, Jessica R. Small, Vincent X. Liu
2025 J jnl
Prediction of 1 and 2 week nonelective hospitalization and sepsis hospitalization risk in adults.
npj Digit. Medicine
Vincent X. Liu, Gabriel J. Escobar, Liam D. O'Suilleabhain, Khanh K. Thai, David Schlessinger, Laura C. Myers, John D. Greene, Fernando Barreda, Lawrence Gerstley, Patricia Kipnis
2023 J jnl
Robustness of Proactive Intensive Care Unit Transfer Policies.
Oper. Res.
Julien Grand-Clément, Carri W. Chan, Vineet Goyal, Gabriel J. Escobar
2022 J jnl
Developing a shared sepsis data infrastructure: a systematic review and concept map to FHIR.
npj Digit. Medicine
Emily B. Brant, Jason N. Kennedy, Andrew J. King, Lawrence Gerstley, Pranita Mishra, David Schlessinger, James Shalaby, Gabriel J. Escobar, Derek C. Angus, Christopher W. Seymour, Vincent X. Liu
2022 J jnl
Exploratory analysis of novel electronic health record variables for quantification of healthcare delivery strain, prediction of mortality, and prediction of imminent discharge.
J. Am. Medical Informatics Assoc.
Catherine Lee, Brian L. Lawson, Ariana J. Mann, Vincent X. Liu, Laura C. Myers, Alejandro Schuler, Gabriel J. Escobar
2021 Misc conf
Integrating Evaluations of Predictive Algorithm-Driven Interventions into Clinical Workflows with the Dynamic Discontinuity Deployment Design.
AMIA
Ben J. Marafino, Alejandro Schuler, Vincent X. Liu, Art B. Owen, Gabriel J. Escobar, Michael T. M. Baiocchi
2020 C conf
Operationally-Informed Hospital-Wide Discharge Prediction Using Machine Learning.
HealthCom
Andrew Ward, Ariana J. Mann, Jacqueline Vallon, Gabriel J. Escobar, Nicholas Bambos, Alejandro Schuler
2020 J jnl
Robust Policies For Proactive ICU Transfers.
CoRR
Julien Grand-Clément, Carri W. Chan, Vineet Goyal, Gabriel J. Escobar
2019 J jnl
Assessing clinical heterogeneity in sepsis through treatment patterns and machine learning.
J. Am. Medical Informatics Assoc.
Alison E. Fohner, John D. Greene, Brian L. Lawson, Jonathan H. Chen, Patricia Kipnis, Gabriel J. Escobar, Vincent X. Liu
2019 J jnl
Assessing the Impact of Service Level When Customer Needs Are Uncertain: An Empirical Investigation of Hospital Step-Down Units.
Manag. Sci.
Carri W. Chan, Linda V. Green, Suparerk Lekwijit, Lijian Lu, Gabriel J. Escobar
2019 J jnl
Ralph Gomory Best Industry Studies Paper Award (2018).
Manuf. Serv. Oper. Manag.
Wenqi Hu, Carri W. Chan, José R. Zubizarreta, Gabriel J. Escobar
2018 J jnl
An Examination of Early Transfers to the ICU Based on a Physiologic Risk Score.
Manuf. Serv. Oper. Manag.
Wenqi Hu, Carri W. Chan, José R. Zubizarreta, Gabriel J. Escobar
2017 — conf
A novel propensity modeling approach to estimate the causal impact of acute organ dysfunction on long-term survival in sepsis.
CRI
Alejandro Schuler, David A. Wulf, Yun Lu, Jennifer M. Baker, Gabriel J. Escobar, Nigam Shah, Vincent X. Liu
2017 J jnl
The Impact of Delays on Service Times in the Intensive Care Unit.
Manag. Sci.
Carri W. Chan, Vivek F. Farias, Gabriel J. Escobar
2016 J jnl
Development and validation of an electronic medical record-based alert score for detection of inpatient deterioration outside the ICU.
J. Biomed. Informatics
Patricia Kipnis, Benjamin J. Turk, David A. Wulf, Juan Carlos LaGuardia, Vincent X. Liu, Matthew M. Churpek, Santiago Romero-Brufau, Gabriel J. Escobar
2015 J jnl
ICU Admission Control: An Empirical Study of Capacity Allocation and Its Implication for Patient Outcomes.
Manag. Sci.
Song-Hee Kim, Carri W. Chan, Marcelo Olivares, Gabriel J. Escobar
2014 Misc conf
Predictive Analytics in Healthcare (HPA): Considerations and Challenges.
AMIA
Suchi Saria, Gabriel J. Escobar, Paul C. Tang, Lucila Ohno-Machado, Alex Dummett
2014 J jnl
When to Use Speedup: An Examination of Service Systems with Returns.
Oper. Res.
Carri W. Chan, Galit B. Yom-Tov, Gabriel J. Escobar
2013 J jnl
Automated identification of pneumonia in chest radiograph reports in critically ill patients.
BMC Medical Informatics Decis. Mak.
Vincent X. Liu, Mark P. Clark, Mark Mendoza, Ramin Saket, Marla N. Gardner, Benjamin J. Turk, Gabriel J. Escobar
2012 J jnl
Optimizing Intensive Care Unit Discharge Decisions with Patient Readmissions.
Oper. Res.
Carri W. Chan, Vivek F. Farias, Nicholas Bambos, Gabriel J. Escobar