SRflow: Deep learning based super-resolution of 4D-flow MRI data.
Suprosanna ShitJudith ZimmermannIvan EzhovJohannes C. PaetzoldAugusto Fava-SanchesCarolin M. PirklBjoern H. MenzePublished in: Frontiers Artif. Intell. (2022)
Keyphrases
- super resolution
- mri data
- deep learning
- low resolution
- high resolution
- fully automatic
- magnetic resonance imaging
- magnetic resonance images
- mr images
- unsupervised learning
- synthetic data
- white matter
- single image
- motion estimation
- mental models
- machine learning
- high quality
- medical images
- real world
- decision making
- color images
- pairwise
- data mining