Dimensionality reduction of diffusion MRI measures for improved tractometry of the human brain.
Maxime ChamberlandErika P. RavenSila GencKate DuffyMaxime DescoteauxGreg D. ParkerChantal M. W. TaxDerek K. JonesPublished in: NeuroImage (2019)
Keyphrases
- human brain
- white matter
- diffusion mri
- dimensionality reduction
- diffusion tensor imaging
- information processing
- diffusion tensor
- corpus callosum
- mri data
- diffusion tensor images
- principal component analysis
- brain images
- feature extraction
- low dimensional
- high dimensional
- healthy subjects
- gray matter
- feature selection
- brain structures
- dt mri
- computer vision
- brain regions
- brain tissue
- decision making
- data management
- high resolution
- data analysis