Joshua Aaron Villarreal

10PUBLICATIONS
13CO-AUTHORS
Planning and decision makingInfant and child healthNeural engineeringNumerical modelling and mechanical characterisationRadiation therapy
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Publications (10)

|May 07, 2026
Ghost in the Machine: Leveraging artificial intelligence in the trauma bay.

|Nov 26, 2025
Artificial intelligence-generated draft replies to patient messages in pediatrics.

April S Liang, Shivam Vedak, Alex Dussaq

|Oct 29, 2025
Traumatic brain injury (TBI) triage tool for low-risk patients: standardizing TBI care at a Level 1 trauma center.

Joshua A Villarreal, Mitchell Anderson, Kris Gallegos

|Apr 14, 2025
Prospective multicenter external validation of the rib fracture frailty index.

Jeff Choi, Joshua A Villarreal, Rachel Handelsman

|Jul 15, 2024
Time to surgical stabilization of rib fractures: does it impact outcomes?

Joseph D Forrester, Babak Sarani, Maximilian Peter Forssten

|Jun 17, 2024
Practical guide to building machine learning-based clinical prediction models using imbalanced datasets.

Jacklyn Luu, Evgenia Borisenko, Valerie Przekop

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Frequent Collaborators

2 joint publications

Jeff Choi

1 joint publications

Babak Sarani

1 joint publications

Ahmad Mohammad Ismail

1 joint publications

Shahin Mohseni