Gerald A. Grant

13 papers Journal 13
YearRankTypeTitle / Venue / Authors
2024 J jnl
AI-Based Denoising of Head Impact Kinematics Measurements With Convolutional Neural Network for Traumatic Brain Injury Prediction.
IEEE Trans. Biomed. Eng.
Xianghao Zhan, Yuzhe Liu, Nicholas J. Cecchi, Ashlyn A. Callan, Enora Le Flao, Olivier Gevaert, Michael M. Zeineh, Gerald A. Grant, David B. Camarillo
2024 J jnl
Brain Deformation Estimation With Transfer Learning for Head Impact Datasets Across Impact Types.
IEEE Trans. Biomed. Eng.
Xianghao Zhan, Yuzhe Liu, Nicholas J. Cecchi, Olivier Gevaert, Michael M. Zeineh, Gerald A. Grant, David B. Camarillo
2022 J jnl
Denoising instrumented mouthguard measurements of head impact kinematics with a convolutional neural network.
CoRR
Xianghao Zhan, Yuzhe Liu, Nicholas J. Cecchi, Ashlyn A. Callan, Enora Le Flao, Olivier Gevaert, Michael M. Zeineh, Gerald A. Grant, David B. Camarillo
2022 J jnl
Finding the Spatial Co-Variation of Brain Deformation With Principal Component Analysis.
IEEE Trans. Biomed. Eng.
Xianghao Zhan, Yuzhe Liu, Nicholas J. Cecchi, Olivier Gevaert, Michael M. Zeineh, Gerald A. Grant, David B. Camarillo
2021 J jnl
Classification of head impacts based on the spectral density of measurable kinematics.
CoRR
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
2021 J jnl
Data-driven decomposition of brain dynamics with principal component analysis in different types of head impacts.
CoRR
Xianghao Zhan, Yuzhe Liu, Nicholas J. Cecchi, Olivier Gevaert, Michael M. Zeineh, Gerald A. Grant, David B. Camarillo
2021 J jnl
Kinematics clustering enables head impact subtyping for better traumatic brain injury prediction.
CoRR
Xianghao Zhan, Yiheng Li, Yuzhe Liu, Nicholas J. Cecchi, Olivier Gevaert, Michael M. Zeineh, Gerald A. Grant, David B. Camarillo
2021 J jnl
Predictive Factors of Kinematics in Traumatic Brain Injury from Head Impacts Based on Statistical Interpretation.
CoRR
Xianghao Zhan, Yiheng Li, Yuzhe Liu, August G. Domel, Hossein Vahid Alizadeh, Zhou Zhou, Nicholas J. Cecchi, Stephen Tiernan, Jesse Ruan, Saeed Barbat, Olivier Gevaert, Michael Zeineh, Gerald A. Grant, David B. Camarillo
2021 J jnl
Rapid Estimation of Entire Brain Strain Using Deep Learning Models.
IEEE Trans. Biomed. Eng.
Xianghao Zhan, Yuzhe Liu, Samuel J. Raymond, Hossein Vahid Alizadeh, August G. Domel, Olivier Gevaert, Michael M. Zeineh, Gerald A. Grant, David B. Camarillo
2021 J jnl
Rapidly and accurately estimating brain strain and strain rate across head impact types with transfer learning and data fusion.
CoRR
Xianghao Zhan, Yuzhe Liu, Nicholas J. Cecchi, Olivier Gevaert, Michael M. Zeineh, Gerald A. Grant, David B. Camarillo
2020 J jnl
A New Open-Access Platform for Measuring and Sharing mTBI Data.
CoRR
August G. Domel, Samuel J. Raymond, Chiara Giordano, Yuzhe Liu, Seyed Abdolmajid Yousefsani, Michael Fanton, Ileana Pirozzi, Ali Kight, Brett Avery, Athanasia Boumis, Tyler Fetters, Simran Jandu, William M. Mehring, Sam Monga, Nicole Mouchawar, India Rangel, Eli Rice, Pritha Roy, Sohrab Sami, Heer Singh, Lyndia C. Wu, Calvin Kuo, Michael Zeineh, Gerald A. Grant, David B. Camarillo
2020 J jnl
Deep Learning Head Model for Real-time Estimation of Entire Brain Deformation in Concussion.
CoRR
Xianghao Zhan, Yuzhe Liu, Samuel J. Raymond, Hossein Vahid Alizadeh, August G. Domel, Olivier Gevaert, Michael Zeineh, Gerald A. Grant, David B. Camarillo
2020 J jnl
Prediction of brain strain across head impact subtypes using 18 brain injury criteria.
CoRR
Xianghao Zhan, Yiheng Li, Yuzhe Liu, August G. Domel, Hossein Vahid Alizadeh, Samuel J. Raymond, Jesse Ruan, Saeed Barbat, Stephen Tiernan, Olivier Gevaert, Michael Zeineh, Gerald A. Grant