Self-navigated low-rank MRI for MPIO-labeled immune cell imaging of the heart.
Anthony G. ChristodoulouYi-Jen Lin WuT. Kevin HitchensChien HoZhi-Pei LiangPublished in: EMBC (2014)
Keyphrases
- low rank
- medical imaging
- high resolution
- magnetic resonance imaging
- phase contrast
- convex optimization
- cardiac motion
- missing data
- linear combination
- matrix factorization
- beating heart
- matrix completion
- medical images
- low rank matrix
- rank minimization
- left ventricular
- positron emission tomography
- kernel matrix
- matrix decomposition
- magnetic resonance images
- singular value decomposition
- high dimensional data
- semi supervised
- high order
- trace norm
- image processing
- mr images
- minimization problems
- computer vision
- low rank matrices
- robust principal component analysis
- singular values
- x ray
- supervised learning
- training set
- training data
- image registration
- missing values
- image reconstruction
- collaborative filtering
- image data
- non rigid structure from motion