Clinical adaptation of synthetic MRI-based whole brain volume segmentation in children at 3 T: comparison with modified SPM segmentation methods.

So Mi LeeEunji KimSun Kyoung YouHyun-Hae ChoMoon Jung HwangMyong-Hun HahmSeung Hyun ChoWon Hwa KimHye Jung KimKyung Min ShinByunggeon ParkYongmin Chang

Published in: Neuroradiology (2021)

SyMRI and SPM segmentation results were consistent except for CSFV, which supports routine clinical use of SyMRI-based volumetry in pediatric neuroimaging. However, caution should be taken in the interpretation of the CSF segmentation results.

Keyphrases

deep learning
convolutional neural network
young adults
contrast enhanced
blood brain barrier
cerebral ischemia
cerebrospinal fluid