Whole brain and deep gray matter structure segmentation: Quantitative comparison between MPRAGE and MP2RAGE sequences.

Amgad DrobyAvner ThalerNir GiladiR Matthew HutchisonAnat MirelmanDafna Ben BashatMoran Artzi

Published in: PloS one (2021)

Due to its higher CNR, MP2RAGE resulted in reproducible brain tissue segmentation, and thus is a recommended method for volumetric imaging biomarkers for the monitoring of neurological diseases.

Keyphrases

deep learning
resting state
high resolution
convolutional neural network
white matter
cerebral ischemia
functional connectivity
multiple sclerosis
machine learning
brain injury
photodynamic therapy