Classification of pulmonary nodules in lung CT images using shape and texture features.
Ashis Kumar DharaSudipta MukhopadhyayAnirvan DuttaMandeep GargNiranjan KhandelwalPrafulla KumarPublished in: Medical Imaging: Computer-Aided Diagnosis (2016)
Keyphrases
- ct images
- lung nodules
- pulmonary nodules
- texture features
- thoracic ct images
- nodule detection
- computer aided detection
- computed tomography
- ct scans
- medical images
- feature vectors
- lung parenchyma
- medical imaging
- computer aided diagnosis
- lung cancer
- feature extraction
- computer aided
- computer tomography
- treatment planning
- low dose
- region of interest
- feature set
- gray level
- ground glass opacity
- x ray
- textural features
- decision trees
- support vector
- image features
- x ray images
- object recognition
- classification accuracy
- shape model