An Automated Algorithm for Optic Nerve Sheath Diameter Assessment from B-mode Ultrasound Images.

Raoul R F StevensWouter HubertsErik D GommerMichael ErtlMarcel AriesWerner H MessTammo Delhaas

Published in: Journal of neuroimaging : official journal of the American Society of Neuroimaging (2021)

Our algorithm has the potential to improve the accuracy of ONSD as a surrogate marker for elevated ICP because it has no intrinsic variability. However, future research should be performed to validate if the algorithm does indeed result in more accurate noninvasive ICP predictions.

Keyphrases

optic nerve
deep learning
machine learning
optical coherence tomography
magnetic resonance imaging
neural network
convolutional neural network
high resolution
ultrasound guided
computed tomography