Validation of brain segmentation and tissue classification algorithm for T1-weighted MR images.
Vikram ChalanaLydia NgLarry R. RystromJames C. GeeDavid R. HaynorPublished in: Medical Imaging: Image Processing (2001)
Keyphrases
- classification algorithm
- brain segmentation
- mr images
- brain tissue
- mr imaging
- brain tumors
- partial volume
- magnetic resonance images
- magnetic resonance
- medical images
- brain structures
- mri data
- manual segmentation
- k nearest neighbor
- knn
- class labels
- image data
- training set
- support vector machine
- automatic segmentation
- naive bayes
- brain images
- three dimensional
- learning algorithm
- anatomical structures
- deformable models
- white matter
- clustering algorithm
- shape analysis
- nearest neighbor
- pairwise
- feature selection