Distinguishing schizophrenic patients from healthy controls based on MRI data: A tensor linear discriminant approach.
Linchuan ZhangLubin WangHui ShenDewen HuPublished in: IEEE ICCI (2010)
Keyphrases
- healthy controls
- mri data
- linear discriminant
- dimensionality reduction
- magnetic resonance imaging
- tensor field
- diffusion tensor
- white matter
- fully automatic
- magnetic resonance images
- mr images
- synthetic data
- high order
- linear discriminant analysis
- functional magnetic resonance imaging
- brain tissue
- high dimensional
- human brain
- medical images
- maximum margin
- fold cross validation
- feature selection
- class distribution
- data sets
- feature space
- spatial correlation
- medical imaging
- pattern recognition
- face recognition