Super-resolution head and neck MRA using deep machine learning.

Ioannis KoktzoglouRong HuangWilliam J AnkenbrandtMatthew T WalkerRobert R Edelman

Published in: Magnetic resonance in medicine (2021)

DNN-based SR reconstruction of 3D head and neck QISS MRA offers the potential for up to fourfold reduction in acquisition time for neck vessels without the need to commensurately sacrifice spatial resolution.

Keyphrases

machine learning
contrast enhanced
magnetic resonance imaging
artificial intelligence
big data
computed tomography
single molecule
magnetic resonance
human health
deep learning
risk assessment