Comparison of machine learning and human prediction to identify trauma patients in need of hemorrhage control resuscitation (ShockMatrix study): a prospective observational study

July 8, 2026
shockmatrix

We are joined by the paper’s authors, Dr. Tobias Gauss and Dr. Julie Josse. We discuss their prospective ShockMatrix study comparing machine learning with clinician predictions for identifying trauma patients in need of hemorrhage control resuscitation, and how combining human judgment with machine learning could support earlier recognition and decision-making in trauma care.

📅 Date: July 08, 2026

⏰ Time: 11:00 am ET

Venue: Zoom

Speakers: Dr. Tobias Gauss and Dr. Julie Josse

Paper: Click Here

Video