Analyzing Brain Tumor from Structural MR Images Using Kernel Support Vector Machine and Principal Component Analysis.
P. YuganderJagannath MohanN. NathiyaPublished in: SN Comput. Sci. (2023)
Keyphrases
- brain tumors
- mr images
- support vector machine
- principal component analysis
- magnetic resonance
- kernel function
- feature space
- kernel methods
- magnetic resonance images
- support vector
- kernel principal component analysis
- medical images
- brain tissue
- deformable registration
- image data
- mr imaging
- nonrigid registration
- tumor growth
- mri data
- machine learning
- brain images
- mri images
- face recognition
- brain mr images
- contrast enhanced
- feature vectors
- feature extraction
- accurate segmentation
- three dimensional
- feature selection
- intensity inhomogeneity
- white matter
- prostate cancer
- ground truth
- phantom images