Atlas Guided Identification of Brain Structures by Combining 3D Segmentation and SVM Classification.
Ayelet Akselrod-BallinMeirav GalunMoshe John GomoriRonen BasriAchi BrandtPublished in: MICCAI (2) (2006)
Keyphrases
- brain structures
- svm classification
- atlas based segmentation
- mr images
- medical imaging
- human brain
- medical image analysis
- magnetic resonance images
- quantitative analysis
- brain atlas
- shape analysis
- support vector machine
- support vector machine svm
- kernel function
- support vector
- medical images
- anatomical structures
- classification accuracy
- manual segmentation
- shape variations
- image classification
- atlas construction
- deformation field
- svm classifier
- information processing
- image analysis
- multiclass classification
- segmentation method
- data sets
- x ray
- image registration
- multi class
- high dimensional
- pairwise
- pattern recognition
- neural network