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Instrumented Mouthguard
AI-Based Denoising of Head Impact Kinematics Measurements With Convolutional Neural Network for Traumatic Brain Injury Prediction
Wearable devices used for measuring head impact kinematics are inherently noisy due to imperfect coupling with the human body. This …
Xianghao Zhan
,
Yuzhe Liu(刘雨喆)
,
Nicholas J. Cecchi
,
Ashlyn A. Callan
,
Enora Le Flao
,
Olivier Gevaert
,
Michael M. Zeineh
,
Gerald A. Grant
,
David B. Camarillo
PDF
Source Document
DOI
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 …
Nicholas J. Cecchi
,
August G. Domel
,
Yuzhe Liu(刘雨喆)
,
Eli Rice
,
Rong Lu
,
Xianghao Zhan
,
Zhou Zhou
,
Samuel J. Raymond
,
Sohrab Sami
,
Heer Singh
,
India Rangel
,
Landon P. Watson
,
Svein Kleiven
,
Michael Zeineh
,
David B. Camarillo
,
Gerald A. Grant
PDF
Source Document
DOI
Time Window of Head Impact Kinematics Measurement for Calculation of Brain Strain and Strain Rate in American Football
Wearable devices have been shown to effectively measure head movement during impacts in sports such as American football. The device …
Yuzhe Liu
,
August G. Domel
,
Nicholas J. Cecchi
,
Eli Rice
,
Ashlyn A. Callan
,
Samuel J. Raymond
,
Zhou Zhou
,
Xianghao Zhan
,
Yiheng Li
,
Michael M. Zeineh
,
Gerald A. Grant
,
David B. Camarillo
DOI
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 …
Yuzhe Liu(刘雨喆)
,
August G. Domel
,
Seyed Abdolmajid Yousefsani
,
Jovana Kondic
,
Gerald A. Grant
,
Michael Zeineh
,
David B. Camarillo
PDF
Source Document
DOI
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