SCCA-Ref: Novel Sparse Canonical Correlation Analysis with Reference to Discover Independent Spatial Associations Between White Matter Hyperintensities and Atrophy.
Gerard SanromaLoes Rutten-JacobsValerie LohnerJohanna KrammeSach MukherjeeMartin ReuterTony StöckerMonique M. B. BretelerPublished in: MLMI@MICCAI (2018)
Keyphrases
- canonical correlation analysis
- white matter
- gray matter
- magnetic resonance images
- brain tissue
- human brain
- least squares
- mri data
- spatial patterns
- diffusion tensor
- cerebrospinal fluid
- partial least squares
- brain images
- diffusion tensor imaging
- brain mr images
- mr images
- magnetic resonance
- magnetic resonance imaging
- dimensionality reduction methods
- mutual information
- data points
- computer vision