Automatic Generation of Training Data for Brain Tissue Classification from MRI.
Chris A. CocoscoAlex P. ZijdenbosAlan C. EvansPublished in: MICCAI (1) (2002)
Keyphrases
- tissue classification
- training data
- brain tissue
- mri scans
- magnetic resonance images
- tissue segmentation
- magnetic resonance imaging
- mri data
- brain atlas
- brain tumors
- brain anatomy
- skull stripping
- brain structures
- data sets
- brain white matter
- mr images
- medical images
- brain images
- brain segmentation
- mri brain
- probabilistic atlas
- test data
- brain imaging
- decision trees
- white matter
- grey matter
- automatically generate
- training set
- automatic segmentation
- multiple sclerosis
- brain mapping
- model based segmentation
- learning algorithm
- medical imaging
- gray matter
- human brain
- supervised learning
- magnetic resonance
- partial volume effects
- cortical thickness
- mri images
- training examples
- diffusion weighted
- training process
- brain activity
- labeled data
- test set
- cerebrospinal fluid
- classification accuracy
- diffusion tensor images
- prior knowledge
- cerebral cortex
- brain scans
- deformable registration
- corpus callosum
- mouse brain
- image segmentation
- cerebral blood flow
- training samples
- motion correction
- intensity distribution
- mr imaging
- disease progression
- brain mr images
- inter subject