Physics-informed machine learning improves detection of head impacts. - Samuel J. Raymond; Nicholas J. Cecchi; Hossein Vahid Alizadeh; Ashlyn A. Callan; Eli Rice; Yuzhe Liu; Zhou Zhou; Michael Zeineh; David B. Camarillo (CoRR, 2021)

Denoising instrumented mouthguard measurements of head impact kinematics with a convolutional neural network. - Xianghao Zhan; Yuzhe Liu; Nicholas J. Cecchi; Ashlyn A. Callan; Enora Le Flao; Olivier Gevaert; Michael M. Zeineh; Gerald A. Grant; David B. Camarillo (CoRR, 2022)

Identification of head impact locations, speeds, and force based on head kinematics. - Xianghao Zhan; Yuzhe Liu; Nicholas J. Cecchi; Jessica Towns; Ashlyn A. Callan; Olivier Gevaert; Michael M. Zeineh; David B. Camarillo (CoRR, 2024)

AI-Based Denoising of Head Impact Kinematics Measurements With Convolutional Neural Network for Traumatic Brain Injury Prediction. - Xianghao Zhan; Yuzhe Liu; Nicholas J. Cecchi; Ashlyn A. Callan; Enora Le Flao; Olivier Gevaert; Michael M. Zeineh; Gerald A. Grant; David B. Camarillo (IEEE Trans. Biomed. Eng., 2024)