Deformation texture-based features for classification in Alzheimer's disease.
Nhat Trung DoanBaldur van LewBoudewijn P. F. LelieveldtMark A. van BuchemJohan H. C. ReiberJulien MillesPublished in: Medical Imaging: Image Processing (2013)
Keyphrases
- feature vectors
- classification accuracy
- feature extraction
- feature set
- classification models
- feature space
- classification method
- benchmark datasets
- svm classifier
- feature analysis
- classification process
- feature selection
- image classification
- pattern recognition
- feature extraction and classification
- irrelevant features
- features extraction
- feature weights
- high dimensionality
- extracted features
- pattern classification
- texture features
- support vector machine svm
- false positives
- disease diagnosis
- decision tree classifiers
- feature construction
- discriminative features
- feature values
- co occurrence
- multiple features
- feature selection algorithms
- class labels
- machine learning
- feature representation
- svm classification
- supervised learning
- image features
- support vector machine
- support vector
- feature reduction
- decision trees
- highly discriminative