Nicholas J. Cecchi

14 papers Journal 14

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	AI-Based Identification of Head Impact Locations, Speeds, and Force Based on Head Kinematics Simulations. IEEE Trans. Biomed. Eng. Xianghao Zhan, Yuzhe Liu, Nicholas J. Cecchi, Jessica Towns, Ashlyn A. Callan, Olivier Gevaert, Michael M. Zeineh, David B. Camarillo
2025	J	`jnl`	Local and global effects of inertial force components producing brain strain during head impacts. Comput. Biol. Medicine Xianghao Zhan, Yuzhe Liu, August G. Domel, Michael Fanton, Zhou Zhou, Samuel J. Raymond, Hossein Vahid Alizadeh, Nicholas J. Cecchi, Michael M. Zeineh, Gerald G. Grant, David B. Camarillo, Svein Kleiven
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
2024	J	`jnl`	Identification of head impact locations, speeds, and force based on head kinematics. CoRR Xianghao Zhan, Yuzhe Liu, Nicholas J. Cecchi, Jessica Towns, Ashlyn A. Callan, Olivier Gevaert, Michael M. Zeineh, David B. Camarillo
2023	J	`jnl`	Toward more accurate and generalizable brain deformation estimators for traumatic brain injury detection with unsupervised domain adaptation. CoRR Xianghao Zhan, Jiawei Sun, Yuzhe Liu, Nicholas J. Cecchi, Enora Le Flao, Olivier Gevaert, Michael M. Zeineh, 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`	Physics-informed machine learning improves detection of head impacts. CoRR Samuel J. Raymond, Nicholas J. Cecchi, Hossein Vahid Alizadeh, Ashlyn A. Callan, Eli Rice, Yuzhe Liu, Zhou Zhou, Michael Zeineh, 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`	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