AI-Based Denoising of Head Impact Kinematics Measurements With Convolutional Neural Network for Traumatic Brain Injury Prediction.

Xianghao ZhanYuzhe LiuNicholas J CecchiAshlyn A CallanEnora Le FlaoOlivier GevaertMichael M ZeinehGerald A GrantDavid B Camarillo

Published in: IEEE transactions on bio-medical engineering (2024)

This study provides a novel approach for denoising head kinematics measurements in dummy and PMHS impacts, which can be further validated on more real-human kinematics data before real-world applications.

Keyphrases

convolutional neural network
traumatic brain injury
deep learning
endothelial cells
optic nerve
artificial intelligence
electronic health record
machine learning
severe traumatic brain injury