Silhouette-based feature selection for classification of medical images.
Sérgio Francisco da SilvaBruno BrandoliDanilo Medeiros ElerJoão Batista NetoAgma J. M. TrainaPublished in: CBMS (2010)
Keyphrases
- medical images
- feature selection
- anatomical structures
- classification accuracy
- imaging modalities
- feature extraction
- image intensity
- support vector
- medical image segmentation
- deformable models
- ct images
- medical imaging
- medical image analysis
- support vector machine
- medical data
- text classification
- magnetic resonance
- medical diagnosis
- computer aided diagnosis
- magnetic resonance images
- machine learning
- feature space
- brain images
- feature selection algorithms
- mr images
- soft tissue
- computed tomography
- text categorization
- feature set
- magnetic resonance imaging
- x ray images
- image classification
- medical image retrieval
- multi modality
- biomedical images
- clinical practice
- pattern recognition
- segmentation of medical images
- computer tomography
- mutual information
- image data
- feature vectors
- computer vision