Compressed sensing effects on quantitative analysis of undersampled human brain sodium MRI.

Yasmin BlunckScott C KolbeBradford A MoffatRoger J OrdidgeJon O ClearyLeigh A Johnston

Published in: Magnetic resonance in medicine (2019)

The image intensity bias is lowest in Wavelet-based reconstructions and enables an up to fourfold acquisition speed up while maintaining good structural detail. The associated acquisition time reduction can facilitate a translation of sodium MRI into clinical routine.

Keyphrases

contrast enhanced
magnetic resonance imaging
diffusion weighted imaging
deep learning
clinical practice
computed tomography
magnetic resonance
convolutional neural network
machine learning
image quality