Intensity-based statistical features for classification of lungs CT scan nodules using artificial intelligence techniques.
Sheeraz AkramMuhammad Younus JavedAyyaz HussainFarhan RiazM. Usman AkramPublished in: J. Exp. Theor. Artif. Intell. (2015)
Keyphrases
- ct scans
- ct images
- classification accuracy
- computer aided detection
- x ray
- computed tomography
- feature vectors
- feature space
- feature extraction
- lung nodules
- feature set
- pulmonary nodules
- computer aided diagnosis
- classification method
- benign and malignant
- computer tomography
- rigid registration
- ct data
- region of interest
- cross sectional
- text classification
- extracted features
- support vector
- registration process
- decision trees
- medical images
- support vector machine
- pattern recognition
- treatment planning
- three dimensional
- machine learning
- image reconstruction
- support vector machine svm
- cad systems
- lung disease