Penalized functional regression analysis of white-matter tract profiles in multiple sclerosis.
Jeff GoldsmithCiprian M. CrainiceanuBrian S. CaffoDaniel S. ReichPublished in: NeuroImage (2011)
Keyphrases
- white matter
- regression analysis
- multiple sclerosis
- magnetic resonance images
- human brain
- diffusion imaging
- diffusion tensor
- mri data
- diffusion tensor imaging
- regression model
- corpus callosum
- correlation analysis
- gray matter
- diffusion tensor images
- brain images
- resting state fmri
- least squares
- brain tissue
- brain regions
- cerebrospinal fluid
- white matter fiber
- fiber bundles
- grey matter
- high resolution
- information processing
- model selection
- medical images
- image processing
- feature selection