Reducing Uncertainty in Undersampled MRI Reconstruction With Active Acquisition.
Zizhao ZhangAdriana RomeroMatthew J. MuckleyPascal VincentLin YangMichal DrozdzalPublished in: CVPR (2019)
Keyphrases
- magnetic resonance imaging
- high resolution
- medical images
- phase unwrapping
- medical imaging
- three dimensional
- image reconstruction
- magnetic resonance images
- compressed sensing
- uncertain data
- inherent uncertainty
- discrete tomography
- reconstruction method
- decision theory
- neural network
- data acquisition
- mr images
- mri data
- conditional probabilities
- image compression
- positron emission tomography
- image registration
- image data
- sparsely sampled