Data-Driven Risk Classification of Concussion Rates: A Systematic Review and Meta-Analysis.

Kathryn Lacey O'ConnorTim PuetzJennylee SwallowAndrew P LapointeSteven P Broglio

Published in: Sports medicine (Auckland, N.Z.) (2021)

This meta-analysis demonstrated rugby has the highest concussion risk, followed by American Football, ice hockey, and wrestling. Concussion risk was influenced by sport, sex, participation, and session. Identifying the factors and environments that influence concussion risk can facilitate risk reduction and prevention strategies.

Keyphrases

systematic review
machine learning
randomized controlled trial
deep learning
mild traumatic brain injury
high intensity
meta analyses