Automatic detection classification and area calculation of brain tumour in MRI using wavelet transform and SVM classifier.
NitishAmit Kumar SinghPublished in: Int. J. Intell. Syst. Technol. Appl. (2020)
Keyphrases
- svm classifier
- automatic detection
- support vector machine
- support vector machine svm
- wavelet transform
- image classification
- support vector
- automatic classification
- feature vectors
- svm classification
- medical images
- training set
- multiresolution
- automatically detecting
- kernel function
- multiscale
- feature space
- feature extraction
- fold cross validation
- classification method
- pattern recognition
- support vectors
- image features
- support vector machine classifier
- train a support vector machine
- mri data
- machine learning
- mr images
- active learning
- decision trees
- eeg signals
- magnetic resonance imaging
- brain tumors
- brain tissue
- text classification
- standard svm
- learning algorithm