Multi-head Cascaded Swin Transformers with Attention to k-space Sampling Pattern for Accelerated MRI Reconstruction.
Mevan EkanayakeKamlesh PawarMehrtash HarandiGary F. EganZhaolin ChenPublished in: CoRR (2022)
Keyphrases
- sparsely sampled
- high resolution
- magnetic resonance imaging
- pattern matching
- medical images
- magnetic resonance images
- image reconstruction
- three dimensional
- visual attention
- random sampling
- mri data
- dense sampling
- mri images
- image data
- computer tomography
- positron emission tomography
- multislice
- sampling algorithm
- medical imaging
- mr images
- sample size
- real time
- sampling theorem
- myocardial motion
- discrete tomography
- phase unwrapping
- visual field
- reconstruction error
- neural network