Inter-scanner reproducibility of brain volumetry: influence of automated brain segmentation software.

Sirui LiuBo HouYiwei ZhangTianye LinXiaoyuan FanHui YouFeng Feng

Published in: BMC neuroscience (2020)

There is a large discrepancy in the inter-scanner reproducibility of brain volumetry when using different processing software. Image acquisition protocols and selection of ABS tool for brain volumetry quantification have impact on the robustness of results in multi-site studies.

Keyphrases

resting state
white matter
deep learning
functional connectivity
cerebral ischemia
machine learning
multiple sclerosis
magnetic resonance
magnetic resonance imaging
high throughput
computed tomography
convolutional neural network
data analysis
image quality