Classifying brain states and determining the discriminating activation patterns: Support Vector Machine on functional MRI data.
Janaina Mourão MirandaArun L. W. BokdeChristine BornHarald HampelMartin StetterPublished in: NeuroImage (2005)
Keyphrases
- activation patterns
- mri data
- brain images
- white matter
- brain regions
- mr images
- brain tissue
- magnetic resonance imaging
- magnetic resonance
- fully automatic
- mri scans
- human brain
- spatial patterns
- medical images
- magnetic resonance images
- diffusion tensor imaging
- functional magnetic resonance imaging
- synthetic data
- cognitive states
- dt mri
- motion correction
- diffusion tensor
- semi automatic
- brain imaging
- deformable registration
- brain tumors
- data sets
- dce mri
- brain white matter
- medical image analysis
- image data
- image analysis
- pattern recognition
- machine learning
- diffusion tensor images
- cortical thickness