Brain Tumor Segmentation From Multimodal MRI Data Based on GLCM and SVM Classifier.
Na LiZheng YangPublished in: Int. J. Cogn. Informatics Nat. Intell. (2021)
Keyphrases
- mri data
- svm classifier
- brain tumor segmentation
- magnetic resonance images
- magnetic resonance imaging
- support vector machine
- mr images
- white matter
- support vector machine svm
- support vector
- medical images
- feature vectors
- fully automatic
- image classification
- texture features
- gray level
- kernel function
- grey level
- medical imaging
- semi supervised
- brain tumors
- dt mri
- training set
- singular value decomposition
- svm classification
- high resolution
- magnetic resonance
- texture analysis
- medical image analysis
- diffusion tensor
- synthetic data
- k nearest neighbor
- dynamic contrast enhanced mri
- data sets
- deformable models
- neural network
- breast cancer
- image processing
- real world
- co occurrence
- image features
- image data
- feature extraction