MRI-Based Classification of Brain Tumor Type and Grade Using SVM-RFE.
Evangelia I. ZacharakiSumei WangSanjeev ChawlaDong Soo YooRonald L. WolfElias R. MelhemChristos DavatzikosPublished in: ISBI (2009)
Keyphrases
- brain tumors
- mri images
- mr images
- magnetic resonance images
- svm rfe
- classification accuracy
- pattern recognition
- decision trees
- machine learning
- feature space
- feature selection
- support vector machine
- mri data
- magnetic resonance imaging
- classification method
- magnetic resonance spectroscopy
- benchmark datasets
- supervised learning
- decision boundary
- medical images
- feature vectors
- support vector
- class labels
- high dimensionality
- magnetic resonance
- training samples
- brain images
- brain tissue
- feature extraction