SISMIK for brain MRI: Deep-learning-based motion estimation and model-based motion correction in k-space.
Oscar DabrowskiJean-Luc FalconeAntoine KlauserJulien SongeonMichel KocherBastien ChopardFrançois LazeyrasSébastien CourvoisierPublished in: CoRR (2023)
Keyphrases
- brain mri
- deep learning
- motion correction
- magnetic resonance images
- motion estimation
- phase correlation
- anatomical structures
- mri data
- dce mri
- medical images
- unsupervised learning
- mr images
- mr imaging
- machine learning
- motion vectors
- optical flow
- medical imaging
- magnetic resonance imaging
- mental models
- region growing
- magnetic resonance
- motion compensated
- image sequences
- high resolution
- white matter
- computer vision
- brain imaging
- super resolution
- motion compensation
- image registration
- video sequences
- data analysis
- decision trees
- feature selection