Gabriel J. Escobar

According to our database, Gabriel J. Escobar authored at least 17 papers between 2012 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Developing a shared sepsis data infrastructure: a systematic review and concept map to FHIR.

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

npj Digit. Medicine, 2022

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, Gabriel J. Escobar

J. Am. Medical Informatics Assoc., 2022

2021

Integrating Evaluations of Predictive Algorithm-Driven Interventions into Clinical Workflows with the Dynamic Discontinuity Deployment Design.

Ben J. Marafino, Alejandro Schuler, Vincent X. Liu, Art B. Owen, Gabriel J. Escobar, Michael Baiocchi

Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

2020

Robust Policies For Proactive ICU Transfers.

Julien Grand-Clément, Carri W. Chan, Vineet Goyal, Gabriel J. Escobar

CoRR, 2020

Operationally-Informed Hospital-Wide Discharge Prediction Using Machine Learning.

Andrew Ward, Ariana J. Mann, Jacqueline Vallon, Gabriel J. Escobar, Nicholas Bambos, Alejandro Schuler

Proceedings of the 22nd IEEE International Conference on E-health Networking, 2020

2019

Ralph Gomory Best Industry Studies Paper Award (2018).

Wenqi Hu, Carri W. Chan, José R. Zubizarreta, Gabriel J. Escobar

Manuf. Serv. Oper. Manag., 2019

Assessing the Impact of Service Level When Customer Needs Are Uncertain: An Empirical Investigation of Hospital Step-Down Units.

Carri W. Chan, Linda V. Green, Suparerk Lekwijit, Lijian Lu, Gabriel J. Escobar

Manag. Sci., 2019

Assessing clinical heterogeneity in sepsis through treatment patterns and machine learning.

Alison E. Fohner, John D. Greene, Brian L. Lawson, Jonathan H. Chen, Patricia Kipnis, Gabriel J. Escobar, Vincent X. Liu

J. Am. Medical Informatics Assoc., 2019

2018

An Examination of Early Transfers to the ICU Based on a Physiologic Risk Score.

Wenqi Hu, Carri W. Chan, José R. Zubizarreta, Gabriel J. Escobar

Manuf. Serv. Oper. Manag., 2018

2017

The Impact of Delays on Service Times in the Intensive Care Unit.

Carri W. Chan, Vivek F. Farias, Gabriel J. Escobar

Manag. Sci., 2017

A novel propensity modeling approach to estimate the causal impact of acute organ dysfunction on long-term survival in sepsis.

Alejandro Schuler, David A. Wulf, Yun Lu, Jennifer M. Baker, Gabriel J. Escobar, Nigam Shah, Vincent X. Liu

Proceedings of the Summit on Clinical Research Informatics, 2017

2016

Development and validation of an electronic medical record-based alert score for detection of inpatient deterioration outside the ICU.

Patricia Kipnis, Benjamin J. Turk, David A. Wulf, Juan Carlos LaGuardia, Vincent X. Liu, Matthew M. Churpek, Santiago Romero-Brufau, Gabriel J. Escobar

J. Biomed. Informatics, 2016

2015

ICU Admission Control: An Empirical Study of Capacity Allocation and Its Implication for Patient Outcomes.

Song-Hee Kim, Carri W. Chan, Marcelo Olivares, Gabriel J. Escobar

Manag. Sci., 2015

2014

When to Use Speedup: An Examination of Service Systems with Returns.

Carri W. Chan, Galit B. Yom-Tov, Gabriel J. Escobar

Oper. Res., 2014

Predictive Analytics in Healthcare (HPA): Considerations and Challenges.

Suchi Saria, Gabriel J. Escobar, Paul C. Tang, Lucila Ohno-Machado, Alex Dummett

Proceedings of the AMIA 2014, 2014

2013

Automated identification of pneumonia in chest radiograph reports in critically ill patients.

Vincent X. Liu, Mark P. Clark, Mark Mendoza, Ramin Saket, Marla N. Gardner, Benjamin J. Turk, Gabriel J. Escobar

BMC Medical Informatics Decis. Mak., 2013

2012

Optimizing Intensive Care Unit Discharge Decisions with Patient Readmissions.

Carri W. Chan, Vivek F. Farias, Nicholas Bambos, Gabriel J. Escobar

Oper. Res., 2012