Machine Learning to Predict Lower Extremity Musculoskeletal Injury Risk in Student Athletes

Injury rates in student athletes are high and often unpredictable. Injury risk factors are not agreed upon and often not validated. Here, we present a random-forest machine learning methodology for identifying the most significant injury risk factors and develop a model of lower extremity musculoske...

Full description

Bibliographic Details
Main Authors: Maria Henriquez, Jacob Sumner, Mallory Faherty, Timothy Sell, Brinnae Bent
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-11-01
Series:Frontiers in Sports and Active Living
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fspor.2020.576655/full