Classification trees for fast segmentation of DTI brain fiber tracts.
Gali Zimmerman-MorenoArnaldo MayerHayit GreenspanPublished in: CVPR Workshops (2008)
Keyphrases
- fiber tracts
- white matter tracts
- diffusion tensor images
- classification trees
- dt mri
- white matter
- corpus callosum
- fiber bundles
- mri data
- diffusion tensor imaging
- diffusion tensor
- gray matter
- watershed transform
- decision trees
- human brain
- atlas construction
- magnetic resonance imaging
- fully automatic
- training data
- medical images
- anatomical structures
- logistic regression
- magnetic resonance images
- tensor field
- mr images
- inductive learning
- brain structures
- automatic segmentation
- machine learning
- white matter fiber tracts
- regression trees
- magnetic resonance
- segmentation algorithm
- brain tumors
- deformation field
- medical image analysis
- data sets
- random forests
- image segmentation
- image processing
- level set
- image registration