Tissues and Organs · Quantitative Biology
A Deterministic Method to Calculate the AIS Trauma Score from a Finite Element Organ Trauma Model (OTM)
C. Bastien, C. Neal-Sturgess, J. Christensen, L. Wen
2019-04-02
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
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
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 method to predict location of non-coup brain injuries
Rajesh Kumar, Md Zubair, Sudipto Mukherjee, Jacobo Antona Makoshi
2020-12-02
Machine Learning · Computer Science
Enhanced Prediction of Ventilator-Associated Pneumonia in Patients with Traumatic Brain Injury Using Advanced Machine Learning Techniques
Negin Ashrafi, Armin Abdollahi, Maryam Pishgar
2024-08-05
Medical Physics · Physics
Analysis of Smooth Pursuit Assessment in Virtual Reality and Concussion Detection using BiLSTM
Prithul Sarker, Khondker Fariha Hossain, Isayas Berhe Adhanom, Philip K Pavilionis +2
2022-10-21
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
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
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
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
Machine Learning · Computer Science
Rapidly and accurately estimating brain strain and strain rate across head impact types with transfer learning and data fusion
Xianghao Zhan, Yuzhe Liu, Nicholas J. Cecchi, Olivier Gevaert +3
2024-06-04
Machine Learning · Computer Science
A New Open-Access Platform for Measuring and Sharing mTBI Data
August G. Domel, Samuel J. Raymond, Chiara Giordano, Yuzhe Liu +21
2021-04-06
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
Computer Vision and Pattern Recognition · Computer Science
TBI Contusion Segmentation from MRI using Convolutional Neural Networks
Snehashis Roy, John A. Butman, Leighton Chan, Dzung L. Pham
2018-07-31
Quantitative Methods · Quantitative Biology
Prevention of Traumatic Brain Injury with Liquid Shock Absorption
Hossein Vahid Alizadeh, Michael G. Fanton, August G. Domel, Gerald Grant +1
2019-10-18
Image and Video Processing · Electrical Eng. & Systems
Virtual-Reality based Vestibular Ocular Motor Screening for Concussion Detection using Machine-Learning
Khondker Fariha Hossain, Sharif Amit Kamran, Prithul Sarker, Philip Pavilionis +3
2022-10-18
Signal Processing · Electrical Eng. & Systems
Laboratory evaluation of a wearable instrumented headband for rotational head kinematics measurement
Anu Tripathi, Yang Wan, Sushant Malave, Sheila Turcsanyi +7
2025-04-03
Medical Physics · Physics
Identifying a severity measure for head acceleration events associated with suspected concussions
Gregory Tierney, Ross Tucker, James Tooby, Lindsay Starling +11
2024-10-03
Computational Engineering, Finance, and Science · Computer Science
Physics-informed machine learning improves detection of head impacts
Samuel J. Raymond, Nicholas J. Cecchi, Hossein Vahid Alizadeh, Ashlyn A. Callan +5
2022-03-21
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