Predictive utility of commercial grade technologies for assessing musculoskeletal injury risk in US Marine Corps Officer candidates

Predictive utility of commercial grade technologies for assessing musculoskeletal injury risk in US Marine Corps Officer candidates

Recently, commercial grade technologies have provided black box algorithms potentially relating to musculoskeletal injury (MSKI) risk and functional movement deficits, in which may add value to a high-performance model. Thus, the purpose of this manuscript was to evaluate composite and component sco...

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Bibliographic Details
Main Authors: Matthew B. Bird, Kristen J. Koltun, Qi Mi, Mita Lovalekar, Brian J. Martin, Tim L. A. Doyle, Bradley C. Nindl
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-01-01
Series:Frontiers in Physiology
Subjects:
machine learning
supervised learning
military
random forest
recursive partitioning
Online Access:https://www.frontiersin.org/articles/10.3389/fphys.2023.1088813/full

Internet

https://www.frontiersin.org/articles/10.3389/fphys.2023.1088813/full

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