MRI-Based Classification of Brain Tumor Type and Grade Using SVM-RFE.

Evangelia I. Zacharaki Sumei Wang Sanjeev Chawla Dong Soo Yoo Ronald L. Wolf Elias R. Melhem Christos Davatzikos

Published 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