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ORCIDGabriel J. Escobar
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2020 – today
- 2023
[j13]Julien Grand-Clément, Carri W. Chan, Vineet Goyal
, Gabriel J. Escobar:
Robustness of Proactive Intensive Care Unit Transfer Policies. Oper. Res. 71(5): 1653-1688 (2023)- 2022
- [j12]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): 1078-1090 (2022) - [j11]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) - 2021
- [c4]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 - 2020
- [c3]Andrew Ward, Ariana J. Mann, Jacqueline Vallon, Gabriel J. Escobar, Nicholas Bambos, Alejandro Schuler:
Operationally-Informed Hospital-Wide Discharge Prediction Using Machine Learning. HealthCom 2020: 1-6 - [i1]Julien Grand-Clément, Carri W. Chan, Vineet Goyal, Gabriel J. Escobar:
Robust Policies For Proactive ICU Transfers. CoRR abs/2002.06247 (2020)
2010 – 2019
- 2019
- [j10]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): 1466-1477 (2019) - [j9]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): 751-775 (2019) - [j8]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): 479-480 (2019) - 2018
- [j7]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): 531-549 (2018) - 2017
- [j6]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): 2049-2072 (2017) - [c2]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 - 2016
- [j5]Patricia Kipnis, Benjamin J. Turk, David A. Wulf, Juan Carlos LaGuardia, Vincent X. 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: 10-19 (2016) - 2015
- [j4]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): 19-38 (2015) - 2014
- [j3]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): 462-482 (2014) - [c1]Suchi Saria, Gabriel J. Escobar, Paul C. Tang, Lucila Ohno-Machado, Alex Dummett:
Predictive Analytics in Healthcare (HPA): Considerations and Challenges. AMIA 2014 - 2013
- [j2]Vincent X. 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: 90 (2013) - 2012
- [j1]Carri W. Chan, Vivek F. Farias, Nicholas Bambos, Gabriel J. Escobar:
Optimizing Intensive Care Unit Discharge Decisions with Patient Readmissions. Oper. Res. 60(6): 1323-1341 (2012)
Coauthor Index
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