MRI Texture-Based Classification of Dystrophic Muscles. A Search for the Most Discriminative Tissue Descriptors.
Dorota DudaMarek KretowskiNoura AzzabouJacques D. de CertainesPublished in: CISIM (2016)
Keyphrases
- feature extraction
- feature vectors
- decision trees
- feature selection
- search algorithm
- highly discriminative
- support vector
- bayesian network classifiers
- discriminative learning
- tissue classification
- search space
- classification accuracy
- support vector machine
- discriminative features
- unsupervised learning
- discriminative information
- image classification
- class discrimination
- blood flow
- brain tissue
- image analysis
- training set
- clinical studies
- mr imaging
- probabilistic boosting tree
- discriminative classifiers
- intensity distribution
- mri data
- magnetic resonance imaging
- shape descriptors
- texture features
- text classification
- medical images