Idiopathic interstitial pneumonias and emphysema: detection and classification using a texture-discriminative approach.
Catalin I. FetitaKuang-Che Chang-ChienPierre-Yves BrilletFrançoise J. PrêteuxRuey-Feng ChangPublished in: Medical Imaging: Computer-Aided Diagnosis (2012)
Keyphrases
- feature extraction
- lung disease
- classification accuracy
- feature selection
- pattern recognition
- discriminative classifiers
- texture features
- image classification
- decision trees
- feature vectors
- detection algorithm
- discriminative learning
- detection method
- support vector machine svm
- false positives
- classification method
- supervised learning
- texture classification
- discriminative features
- multi class
- feature space
- texture feature extraction
- support vector
- computer vision
- text classification
- shape analysis
- ct scans
- digital mammograms
- discriminative random fields