Malignant melanoma diagnosis applying a machine learning method based on the combination of nonlinear and texture features.
Sepehr Salem GhahfarrokhiHamed KhodadadiHamid GhadiriFariba FattahiPublished in: Biomed. Signal Process. Control. (2023)
Keyphrases
- texture features
- malignant melanoma
- skin cancer
- texture classification
- early detection
- skin lesion
- texture analysis
- gray level
- image features
- feature vectors
- texture images
- diagnostic systems
- shape features
- gabor filters
- color features
- texture information
- texture feature extraction
- feature set
- texture patterns
- feature extraction
- local binary pattern
- gabor filtering
- distance measure
- automated segmentation
- rotation invariant
- textured images
- early diagnosis
- image processing
- lung cancer