Breast density classification in mammograms: An investigation of encoding techniques in binary-based local patterns.
Andrik RampunPhilip J. MorrowBryan W. ScotneyHui WangPublished in: Comput. Biol. Medicine (2020)
Keyphrases
- breast tissue
- digital mammograms
- breast cancer
- digitized mammograms
- lung disease
- breast cancer diagnosis
- benign and malignant
- mammogram images
- pattern classification
- pattern representation
- support vector machine
- pattern recognition
- decision trees
- image classification
- classification accuracy
- feature space
- mammographic images
- support vector
- encoding schemes
- tissue classification
- pectoral muscle
- classification method
- pattern analysis
- classification scheme
- computer aided detection
- density function
- discriminating power
- computer aided diagnosis
- support vector machine svm
- bit string
- multi class svm
- binary classifiers
- fractal image encoding
- discovering patterns
- emerging patterns
- encoding scheme
- neural network
- density estimation
- text classification
- supervised learning
- machine learning