Classification of brain tumor from magnetic resonance images using probabilistic features and possibilistic Hanman-Shannon transform classifier.
Pallavi AsthanaMadasu HanmandluSharda VashisthPublished in: Int. J. Imaging Syst. Technol. (2022)
Keyphrases
- magnetic resonance images
- brain tumors
- feature set
- classification process
- classification method
- svm classifier
- feature space
- extracted features
- class labels
- mr images
- classification accuracy
- mri images
- support vector machine
- feature vectors
- brain tissue
- medical images
- feature extraction
- medical image analysis
- feature subset
- feature selection
- white matter
- pattern recognition
- training set
- magnetic resonance imaging
- pattern classification
- mri data
- medical imaging
- mri scans
- weak classifiers
- diffusion weighted
- brain images
- image data
- magnetic resonance
- bias field
- brain tumor segmentation
- partial volume
- brain mr images
- deformable registration
- input image
- image processing