MTBI

Machine-learning-based head impact subtyping based on the spectral densities of the measurable head kinematics
This study investigates the spectral characteristics of head kinematics across different types of head impacts using a …
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Identifying Factors Associated with Head Impact Kinematics and Brain Strain in High School American Football via Instrumented Mouthguards
This study investigates head impact kinematics and brain strain in high school American football athletes using an improved …
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The Relationship Between Brain Injury Criteria and Brain Strain Across Different Types of Head Impacts
This study evaluates how brain injury criteria (BIC) relate to brain strain across diverse types of head impacts including sports …
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Rapid Estimation of Entire Brain Strain Using Deep Learning Models
This study proposes a deep learning head model for rapid estimation of whole-brain strain during head impacts. A five-layer deep neural …
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Validation and Comparison of Instrumented Mouthguards for Measuring Head Kinematics and Assessing Brain Deformation in Football Impacts
Instrumented mouthguards are widely used to measure head kinematics due to the rigid coupling of upper dentition and skull. This study …
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