Classification of Brain Tumor in Magnetic Resonance Images using Hybrid Kernel based Support Vector Machine.
R. ArunS. SingaravelanD. MuruganPublished in: J. Multim. Process. Technol. (2020)
Keyphrases
- magnetic resonance images
- brain tumors
- support vector machine
- mr images
- support vector
- brain tissue
- svm classifier
- medical images
- mri images
- kernel methods
- white matter
- medical imaging
- feature vectors
- deformable registration
- medical image analysis
- feature selection
- magnetic resonance imaging
- mri scans
- mri data
- diffusion tensor
- magnetic resonance spectroscopy
- feature space
- training set
- magnetic resonance
- training data
- pattern recognition
- machine learning
- kernel function
- small sample
- high resolution
- image analysis
- brain images
- knn
- high dimension
- partial volume
- mr imaging
- decision making
- brain scans
- pattern classification