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

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

Journal of sport and health science（2023）

引用 1|浏览37

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摘要

The machine-learning-based classifier enables a better understanding of the impact kinematics spectral density in different sports, and it can be applied to evaluate the quality of impact-simulation systems and on-field data augmentation.

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关键词

Classification,Contact sports,Head impacts,Impact kinematics,Traumatic brain injury

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