Wavelet Imaging Features for Classification of First-Episode Schizophrenia.
Katerina MarsálováDaniel SchwarzPublished in: ITIB (2019)
Keyphrases
- feature extraction
- feature vectors
- classification accuracy
- feature set
- feature space
- classification method
- classification models
- feature extraction and classification
- extracted features
- wavelet features
- svm classifier
- class labels
- extracting features
- classification process
- pattern recognition
- image analysis
- feature analysis
- feature values
- pattern classification
- feature selection
- image features
- normal controls
- machine learning
- image classification
- high dimensionality
- image processing
- decision trees
- support vector machine
- feature representation
- multiresolution
- benchmark datasets
- classification algorithm
- supervised learning
- human brain
- multiscale
- feature subset
- textural features
- medical images
- brain imaging
- support vector machine classifier
- machine learning algorithms