Improved pulmonary nodule classification utilizing lung parenchyma texture features.
Samantha K. DilgerAlexandra JudischJohanna UthoffEmily HammondJ. D. NewellJessica C. SierenPublished in: Medical Imaging: Computer-Aided Diagnosis (2015)
Keyphrases
- texture features
- lung parenchyma
- pulmonary nodules
- feature vectors
- ct images
- lung nodules
- texture feature extraction
- thoracic ct images
- gabor filtering
- gabor filters
- feature extraction
- feature set
- textural features
- classification accuracy
- gray level
- image features
- machine learning
- computer aided diagnosis
- ct scans
- pattern recognition
- decision trees
- computer aided
- computed tomography
- lung cancer
- roc curve
- support vector