TY - JOUR
T1 - Validation and Comparison of Instrumented Mouthguards for Measuring Head Kinematics and Assessing Brain Deformation in Football Impacts
AU - Liu, Yuzhe
AU - Domel, August G.
AU - Yousefsani, Seyed Abdolmajid
AU - Kondic, Jovana
AU - Grant, Gerald
AU - Zeineh, Michael
AU - Camarillo, David B.
N1 - Publisher Copyright:
© 2020, Biomedical Engineering Society.
PY - 2020/11
Y1 - 2020/11
N2 - Because of the rigid coupling between the upper dentition and the skull, instrumented mouthguards have been shown to be a viable way of measuring head impact kinematics for assisting in understanding the underlying biomechanics of concussions. This has led various companies and institutions to further develop instrumented mouthguards. However, their use as a research tool for understanding concussive impacts makes quantification of their accuracy critical, especially given the conflicting results from various recent studies. Here we present a study that uses a pneumatic impactor to deliver impacts characteristic to football to a Hybrid III headform, in order to validate and compare five of the most commonly used instrumented mouthguards. We found that all tested mouthguards gave accurate measurements for the peak angular acceleration, the peak angular velocity, brain injury criteria values (mean average errors < 13, 8, 13%, respectively), and the mouthguards with long enough sampling time windows are suitable for a convolutional neural network-based brain model to calculate the brain strain (mean average errors < 9%). Finally, we found that the accuracy of the measurement varies with the impact locations yet is not sensitive to the impact velocity for the most part.
AB - Because of the rigid coupling between the upper dentition and the skull, instrumented mouthguards have been shown to be a viable way of measuring head impact kinematics for assisting in understanding the underlying biomechanics of concussions. This has led various companies and institutions to further develop instrumented mouthguards. However, their use as a research tool for understanding concussive impacts makes quantification of their accuracy critical, especially given the conflicting results from various recent studies. Here we present a study that uses a pneumatic impactor to deliver impacts characteristic to football to a Hybrid III headform, in order to validate and compare five of the most commonly used instrumented mouthguards. We found that all tested mouthguards gave accurate measurements for the peak angular acceleration, the peak angular velocity, brain injury criteria values (mean average errors < 13, 8, 13%, respectively), and the mouthguards with long enough sampling time windows are suitable for a convolutional neural network-based brain model to calculate the brain strain (mean average errors < 9%). Finally, we found that the accuracy of the measurement varies with the impact locations yet is not sensitive to the impact velocity for the most part.
KW - Anthropomorphic test dummy (ATD)
KW - Concussion
KW - Electronic mouthguard
KW - Smart mouthguard
KW - mTBI
UR - https://www.scopus.com/pages/publications/85091681642
U2 - 10.1007/s10439-020-02629-3
DO - 10.1007/s10439-020-02629-3
M3 - 文章
C2 - 32989591
AN - SCOPUS:85091681642
SN - 0090-6964
VL - 48
SP - 2580
EP - 2598
JO - Annals of Biomedical Engineering
JF - Annals of Biomedical Engineering
IS - 11
ER -