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
pluripotent stem cells
mass spectrometry
induced pluripotent stem cells
molecularly imprinted
severe traumatic brain injury
solid phase extraction