Machine-learning-based head impact subtyping based on the spectral densities of the measurable head kinematics

Machine-learning-based head impact subtyping based on the spectral densities of the measurable head kinematics

Background: Traumatic brain injury can be caused by head impacts, but many brain injury risk estimation models are not equally accurate across the variety of impacts that patients may undergo, and the characteristics of different types of impacts are not well studied. We investigated the spectral ch...

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Bibliographic Details
Main Authors: Xianghao Zhan, Yiheng Li, Yuzhe Liu, Nicholas J. Cecchi, Samuel J. Raymond, Zhou Zhou, Hossein Vahid Alizadeh, Jesse Ruan, Saeed Barbat, Stephen Tiernan, Olivier Gevaert, Michael M. Zeineh, Gerald A. Grant, David B. Camarillo
Format: Article
Language:English
Published: Elsevier 2023-09-01
Series:Journal of Sport and Health Science
Subjects:
Classification
Contact sports
Head impacts
Impact kinematics
Traumatic brain injury
Online Access:http://www.sciencedirect.com/science/article/pii/S2095254623000236

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http://www.sciencedirect.com/science/article/pii/S2095254623000236

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