Cirrhosis classification based on MRI with duplicative-feature support vector machine (DFSVM).
Liu HuiGuo Dong MeiLiu XiangPublished in: Biomed. Signal Process. Control. (2013)
Keyphrases
- phase unwrapping
- support vector machine
- magnetic resonance imaging
- feature vectors
- svm classification
- svm classifier
- support vector
- support vector machine svm
- classification method
- classification algorithm
- decision boundary
- multi class
- feature selection
- classification accuracy
- high classification accuracy
- feature set
- medical images
- pattern recognition
- small sample
- magnetic resonance images
- unbalanced data
- kernel function
- k nearest neighbor
- model selection
- image classification
- structured output
- generalization ability
- feature extraction
- feature space
- discriminative features
- machine learning
- decision forest
- mri images
- multiple features
- semi supervised
- kernel methods
- image features
- feature analysis
- supervised learning
- image segmentation
- preprocessing stage
- medical imaging
- soft margin
- decision trees
- class labels