Efficient Detection and Classification of Brain Tumor using Kernel based SVM for MRI.
Champakamala Sundar RaoK. KarunakaraPublished in: Multim. Tools Appl. (2022)
Keyphrases
- support vector
- brain tumors
- support vector machine
- support vector machine svm
- svm classifier
- magnetic resonance images
- classification algorithm
- classification method
- mr images
- mri images
- svm classification
- classification accuracy
- feature vectors
- feature selection
- kernel support vector machines
- magnetic resonance
- kernel methods
- training set
- generalization ability
- medical images
- machine learning
- feature extraction
- brain tissue
- multiple kernel learning
- medical image analysis
- pattern recognition
- image classification
- text classification
- feature space
- support vectors
- multi class classification
- knn
- magnetic resonance imaging
- mercer kernel
- magnetic resonance spectroscopy
- image analysis
- high resolution
- high quality
- binary classification
- deformable registration
- endoscopic images
- brain tumor segmentation
- multi class
- low grade gliomas