Stable Deep MRI Reconstruction Using Generative Priors.
Martin ZachFlorian KnollThomas PockPublished in: IEEE Trans. Medical Imaging (2023)
Keyphrases
- high resolution
- magnetic resonance imaging
- phase unwrapping
- image reconstruction
- three dimensional
- medical images
- computer tomography
- mr images
- prior information
- generative model
- positron emission tomography
- reconstruction error
- belief nets
- discrete tomography
- magnetic resonance images
- data driven
- mri data
- deep learning
- bayesian framework
- unsupervised learning
- sparsely sampled
- compressive sensing
- brain tumors
- mri images
- reconstructed image
- mr imaging
- least squares
- brain scans