Development of a Machine-Learning-Based Classifier for the Identification of Head and Body Impacts in Elite Level Australian Rules Football Players

Development of a Machine-Learning-Based Classifier for the Identification of Head and Body Impacts in Elite Level Australian Rules Football Players

Background: Exposure to thousands of head and body impacts during a career in contact and collision sports may contribute to current or later life issues related to brain health. Wearable technology enables the measurement of impact exposure. The validation of impact detection is required for accura...

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Bibliographic Details
Main Authors: Peter Goodin, Andrew J. Gardner, Nasim Dokani, Ben Nizette, Saeed Ahmadizadeh, Suzi Edwards, Grant L. Iverson
Format: article
Language:EN
Published: Frontiers Media S.A. 2021
Subjects:
Australian football
brain concussion
instrumented mouthguard
kinematics
impacts
machine learning
Sports
GV557-1198.995
Online Access:https://doaj.org/article/deb24f8cbdcb4b3b85cf138b6881ebcd
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https://doaj.org/article/deb24f8cbdcb4b3b85cf138b6881ebcd

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