Deep learning-based super-resolution of structural brain MRI at 1.5 T: application to quantitative volume measurement.

Atita SuwannasakSalita AngkurawaranonPrapatsorn SangpinItthi ChatnuntawechKittichai WantanajittikulUten Yarach

Published in: Magma (New York, N.Y.) (2024)

The combination of LR MRI and DL-SR enables addressing prolonged scan time in 3D MRI scans while providing sufficient image quality without affecting brain volume measurement.

Keyphrases

contrast enhanced
computed tomography
image quality
magnetic resonance imaging
deep learning
diffusion weighted imaging
resting state
white matter
magnetic resonance
functional connectivity
machine learning
cerebral ischemia
high resolution
artificial intelligence
mass spectrometry
blood brain barrier