A Machine Learning Approach to Concussion Risk Estimation Among Players Exhibiting Visible Signs in Professional Hockey.

Jared M Bruce Kaitlin E Riegler Willem Meeuwisse Paul Comper Michael G HutchisonJ Scott DelaneyRuben J Echemendia

Published in: Sports medicine (Auckland, N.Z.) (2024)

We present simple tree and logistic algorithms for concussion screening and as diagnostic aids. Our results show that player concussion history can explain additional risk above and beyond that explained by visible signs and mechanisms of injury alone.

Keyphrases

machine learning
mild traumatic brain injury
deep learning
high school
artificial intelligence