Automated stratification of trauma injury severity across multiple body regions using multi-modal, multi-class machine learning models.

Jifan GaoGuanhua ChenAnn P O'RourkeJohn CaskeyKyle A CareyMadeline OgussAnne SteyDmitriy DligachTimothy A MillerAnoop MayampurathMatthew M ChurpekMajid Afshar

Published in: Journal of the American Medical Informatics Association : JAMIA (2024)

Our multi-modal, multiclass models can provide accurate stratification of trauma injury severity and clinically relevant interpretations.

Keyphrases

machine learning
deep learning
trauma patients
artificial intelligence
high resolution
big data