Biological Physics · Physics
Predictive Factors of Kinematics in Traumatic Brain Injury from Head Impacts Based on Statistical Interpretation
Xianghao Zhan, Yiheng Li, Yuzhe Liu, August G. Domel +11
2022-12-07
Machine Learning · Computer Science
Exploring Machine Learning Techniques to Identify Important Factors Leading to Injury in Curve Related Crashes
Mehdi Moeinaddini, Mozhgan Pourmoradnasseri, Amnir Hadachi, Mario Cools
2023-01-06
Tissues and Organs · Quantitative Biology
Deep Learning Head Model for Real-time Estimation of Entire Brain Deformation in Concussion
Xianghao Zhan, Yuzhe Liu, Samuel J. Raymond, Hossein Vahid Alizadeh +5
2022-03-11
Quantitative Methods · Quantitative Biology
A Numerical Method to Compute Brain Injury Associated to Concussion
C. Bastien, A. Scattina, C. Neal-Sturgess, R. Panno +1
2022-10-28
Quantitative Methods · Quantitative Biology
Low-rank representation of head impact kinematics: A data-driven emulator
Patricio Arrue, Nima Toosizadeh, Hessam Babaee, Kaveh Laksari
2020-12-11
Medical Physics · Physics
Determining rigid body motion from accelerometer data through the square-root of a negative semi-definite tensor, with applications in mild traumatic brain injury
Yang Wan, Alice Lux Fawzi, Haneesh Kesari
2022-01-19
Applications · Statistics
Kinematics clustering enables head impact subtyping for better traumatic brain injury prediction
Xianghao Zhan, Yiheng Li, Yuzhe Liu, Nicholas J. Cecchi +4
2022-12-07
Signal Processing · Electrical Eng. & Systems
Identification of head impact locations, speeds, and force based on head kinematics
Xianghao Zhan, Yuzhe Liu, Nicholas J. Cecchi, Jessica Towns +4
2025-07-24
Biological Physics · Physics
Theoretical and numerical analysis for angular acceleration being determinant of brain strain in mTBI
Yuzhe Liu, Xianghao Zhan, August G. Domel, Michael Fanton +6
2020-12-29
Medical Physics · Physics
Linear Acceleration Is a Primary Risk Factor for Concussion and a Target for Prevention
Jessica A. Towns, Nicholas J. Cecchi, James W. Hickey, William T. O'Brien +8
2026-05-21
Neurons and Cognition · Quantitative Biology
Investigating structural and functional aspects of the brain's criticality in stroke
Jakub Janarek, Zbigniew Drogosz, Jacek Grela, Jeremi K. Ochab +1
2023-08-01
Quantitative Methods · Quantitative Biology
Multi-directional dynamic model for traumatic brain injury detection
Kaveh Laksari, Michael Fanton, Lyndia C. Wu, Taylor H. Nguyen +12
2019-04-04
Quantitative Methods · Quantitative Biology
Machine-learning-based head impact subtyping based on the spectral densities of the measurable head kinematics
Xianghao Zhan, Yiheng Li, Yuzhe Liu, Nicholas J. Cecchi +10
2023-03-14
Quantitative Methods · Quantitative Biology
Concussion classification via deep learning using whole-brain white matter fiber strains
Yunliang Cai, Shaoju Wu, Wei Zhao, Zhigang Li +1
2018-05-28
Quantitative Methods · Quantitative Biology
Data-driven decomposition of brain dynamics with principal component analysis in different types of head impacts
Xianghao Zhan, Yuzhe Liu, Nicholas J. Cecchi, Olivier Gevaert +3
2022-12-07
Biological Physics · Physics
Validation and Comparison of Instrumented Mouthguards for Measuring Head Kinematics and Assessing Brain Deformation in Football Impacts
Yuzhe Liu, August G. Domel, Seyed Abdolmajid Yousefsani, Jovana Kondic +3
2020-12-29
Computer Vision and Pattern Recognition · Computer Science
Predicting Language Recovery after Stroke with Convolutional Networks on Stitched MRI
Yusuf H. Roohani, Noor Sajid, Pranava Madhyastha, Cathy J. Price +1
2018-11-28
Machine Learning · Computer Science
Accident Impact Prediction based on a deep convolutional and recurrent neural network model
Pouyan Sajadi, Mahya Qorbani, Sobhan Moosavi, Erfan Hassannayebi
2025-11-04
Computational Engineering, Finance, and Science · Computer Science
Biomechanical modeling and computer simulation of the brain during neurosurgery
K. Miller, G. R. Joldes, G. Bourantas, S. K. Warfield +3
2019-04-03
Image and Video Processing · Electrical Eng. & Systems
Meta-Analysis of Transfer Learning for Segmentation of Brain Lesions
Sovesh Mohapatra, Advait Gosai, Anant Shinde, Aleksei Rutkovskii +2
2023-06-21