Publications by authors named "Tom Velez"

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Early prediction of antibiotic need and bacteremia risk in non-immunocompromised pediatric emergency patients using machine learning.
Tom Velez, Oluwakemi Badaki-Makun, Danielle Hirsch, Danielle Claire Mercurio, Holly Depinet

Pediatr Res· December 2025

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Predicting hospital admissions, ICU utilization, and prolonged length of stay among febrile pediatric emergency department patients using incomplete and imbalanced electronic health record (EHR) data strategies.
Tom Velez, Zara Ibrahim, Kanayo Duru, Dante Velez, Maria Triantafyllou

Int J Med Inform· August 2025

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Harnessing AI for Improved Diagnosis and Management of Pediatric Sepsis: Current Advances, Challenges, and Future Directions.
Pavlos Siolos, Saif Pasha, Maria Triantafyllou, Nora Wolff, Zara Ibrahim, Tom Velez

Pediatr Emerg Care· July 2025

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Identification and Prediction of Clinical Phenotypes in Hospitalized Patients With COVID-19: Machine Learning From Medical Records.
Tom Velez, Tony Wang, Brian Garibaldi, Eric Singman, Ioannis Koutroulis

JMIR Form Res· October 2023

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Pediatric sepsis phenotypes for enhanced therapeutics: An application of clustering to electronic health records.
Ioannis Koutroulis, Tom Velez, Tony Wang, Seife Yohannes, Jessica E Galarraga

J Am Coll Emerg Physicians Open· February 2022

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Contact Lens Wear, Corneal Complications, and U.S. Service Member Readiness.
Gerald Flanagan, Tom Velez, Weidong Gu, Eric Singman

Mil Med· December 2020

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The Relationship Between Severe Visual Acuity Loss, Traumatic Brain Injuries, and Ocular Injuries in American Service Members From 2001 to 2015.
Gerald Flanagan, Tom Velez, Weidong Gu, Eric Singman

Mil Med· September 2020

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Towards Reliable ARDS Clinical Decision Support: ARDS Patient Analytics with Free-text and Structured EMR Data.
Emilia Apostolova, Amit Uppal, Jessica E Galarraga, Ioannis Koutroulis, Tim Tschampel, Tom Velez

AMIA Annu Symp Proc· July 2020

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Open Globe Injury Patient Identification in Warfare Clinical Notes.
Emilia Apostolova, Helen A White, Patty A Morris, David A Eliason, Tom Velez

AMIA Annu Symp Proc· March 2019

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