Automatic classification of segmented MRI data combining Independent Component Analysis and Support Vector Machines.
Laila KhedherJavier RamírezJuan Manuel GórrizAbdelbasset BrahimPublished in: InMed (2014)
Keyphrases
- independent component analysis
- automatic classification
- mri data
- support vector
- magnetic resonance imaging
- fully automatic
- independent components
- signal processing
- principal component analysis
- mr images
- synthetic data
- factor analysis
- magnetic resonance images
- white matter
- medical images
- blind source separation
- automatically classify
- feature selection
- dt mri
- automatic detection
- kernel function
- data sets
- dce mri
- independent subspace analysis
- medical imaging
- radial basis function
- support vector machine
- computer vision
- action recognition
- input image
- classification accuracy
- image analysis
- image segmentation