A novel higher order appearance texture analysis to diagnose lung cancer based on a modified local ternary pattern.
Ahmed AlksasAhmed ShaffieMohammed GhazalFatma TaherAdel KhelifiMaha YaghiAhmed SolimanEric Van BogaertAyman El-BazPublished in: Comput. Methods Programs Biomed. (2023)
Keyphrases
- texture analysis
- lung cancer
- higher order
- early detection
- texture classification
- multiresolution
- image analysis
- texture features
- texture patterns
- gray level
- gabor filters
- texture discrimination
- survival prediction
- texture images
- rotation invariant
- co occurrence
- local binary pattern
- texture characterization
- feature extraction
- cancer cells
- appearance model
- markov random field
- pulmonary nodules
- computer vision
- lung cancer patients
- data sets
- fault diagnosis
- image data
- feature vectors
- lung nodules
- lymph nodes
- gabor filtering
- machine learning