Gabriel J. Escobar

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 13

Top Topics

Radio Frequency Ablation

Machine Learning

Intensive Care Unit

Top Venues

Manuf. Serv. Oper. Manag.

J. Am. Medical Informatics Assoc.

Publications

Julien Grand-Clément, Carri W. Chan, Vineet Goyal, Gabriel J. Escobar
Robustness of Proactive Intensive Care Unit Transfer Policies. Oper. Res. 71 (5) (2023)
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
Developing a shared sepsis data infrastructure: a systematic review and concept map to FHIR. npj Digit. Medicine 5 (2022)
Catherine Lee, Brian L. Lawson, Ariana J. Mann, Vincent X. Liu, Laura C. Myers, Alejandro Schuler, Gabriel J. Escobar
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. 29 (6) (2022)
Ben J. Marafino, Alejandro Schuler, Vincent X. Liu, Art B. Owen, Gabriel J. Escobar, Michael Baiocchi
Integrating Evaluations of Predictive Algorithm-Driven Interventions into Clinical Workflows with the Dynamic Discontinuity Deployment Design. AMIA (2021)
Julien Grand-Clément, Carri W. Chan, Vineet Goyal, Gabriel J. Escobar
Robust Policies For Proactive ICU Transfers. CoRR (2020)
Andrew Ward, Ariana Mann, Jacqueline Vallon, Gabriel J. Escobar, Nicholas Bambos, Alejandro Schuler
Operationally-Informed Hospital-Wide Discharge Prediction Using Machine Learning. HealthCom (2020)
Wenqi Hu, Carri W. Chan, José R. Zubizarreta, Gabriel J. Escobar
Ralph Gomory Best Industry Studies Paper Award (2018). Manuf. Serv. Oper. Manag. 21 (3) (2019)
Carri W. Chan, Linda V. Green, Suparerk Lekwijit, Lijian Lu, Gabriel J. Escobar
Assessing the Impact of Service Level When Customer Needs Are Uncertain: An Empirical Investigation of Hospital Step-Down Units. Manag. Sci. 65 (2) (2019)
Alison E. Fohner, John D. Greene, Brian L. Lawson, Jonathan H. Chen, Patricia Kipnis, Gabriel J. Escobar, Vincent X. Liu
Assessing clinical heterogeneity in sepsis through treatment patterns and machine learning. J. Am. Medical Informatics Assoc. 26 (12) (2019)
Wenqi Hu, Carri W. Chan, José R. Zubizarreta, Gabriel J. Escobar
An Examination of Early Transfers to the ICU Based on a Physiologic Risk Score. Manuf. Serv. Oper. Manag. 20 (3) (2018)
Carri W. Chan, Vivek F. Farias, Gabriel J. Escobar
The Impact of Delays on Service Times in the Intensive Care Unit. Manag. Sci. 63 (7) (2017)
Alejandro Schuler, David A. Wulf, Yun Lu, Jennifer M. Baker, Gabriel J. Escobar, Nigam Shah, Vincent X. Liu
A novel propensity modeling approach to estimate the causal impact of acute organ dysfunction on long-term survival in sepsis. CRI (2017)
Patricia Kipnis, Benjamin J. Turk, David A. Wulf, Juan Carlos LaGuardia, Vincent Liu, Matthew M. Churpek, Santiago Romero-Brufau, Gabriel J. Escobar
Development and validation of an electronic medical record-based alert score for detection of inpatient deterioration outside the ICU. J. Biomed. Informatics 64 (2016)
Song-Hee Kim, Carri W. Chan, Marcelo Olivares, Gabriel J. Escobar
ICU Admission Control: An Empirical Study of Capacity Allocation and Its Implication for Patient Outcomes. Manag. Sci. 61 (1) (2015)
Carri W. Chan, Galit B. Yom-Tov, Gabriel J. Escobar
When to Use Speedup: An Examination of Service Systems with Returns. Oper. Res. 62 (2) (2014)
Suchi Saria, Gabriel J. Escobar, Paul C. Tang, Lucila Ohno-Machado, Alex Dummett
Predictive Analytics in Healthcare (HPA): Considerations and Challenges. AMIA (2014)
Vincent Liu, Mark P. Clark, Mark Mendoza, Ramin Saket, Marla N. Gardner, Benjamin J. Turk, Gabriel J. Escobar
Automated identification of pneumonia in chest radiograph reports in critically ill patients. BMC Medical Informatics Decis. Mak. 13 (2013)
Carri W. Chan, Vivek F. Farias, Nicholas Bambos, Gabriel J. Escobar
Optimizing Intensive Care Unit Discharge Decisions with Patient Readmissions. Oper. Res. 60 (6) (2012)