GrappaNet: Combining Parallel Imaging with Deep Learning for Multi-Coil MRI Reconstruction.
Anuroop SriramJure ZbontarTullie MurrellC. Lawrence ZitnickAaron DefazioDaniel K. SodicksonPublished in: CoRR (2019)
Keyphrases
- deep learning
- high resolution
- positron emission tomography
- magnetic resonance imaging
- medical imaging
- unsupervised learning
- unsupervised feature learning
- multislice
- low resolution
- medical images
- mental models
- super resolution
- image reconstruction
- machine learning
- image processing
- magnetic resonance images
- mr images
- weakly supervised
- phase unwrapping
- reinforcement learning
- deep architectures
- sparse representation
- data points
- pairwise
- pattern recognition
- three dimensional
- image segmentation