Multi-kernel SVM based classification for brain tumor segmentation of MRI multi-sequence.
Nan ZhangSu RuanStéphane LebonvalletQingmin LiaoYuemin ZhuPublished in: ICIP (2009)
Keyphrases
- multi kernel
- brain tumor segmentation
- support vector machine svm
- support vector
- magnetic resonance images
- support vector machine
- pattern recognition
- classification accuracy
- supervised learning
- multiple kernel learning
- svm classifier
- gaussian kernels
- text classification
- feature vectors
- medical images
- machine learning
- graph embedding
- decision trees
- magnetic resonance imaging
- feature selection
- low dimensional
- classification models
- mr images
- class labels
- image classification
- active learning
- learning algorithm