Breast Density Classification using Local Septenary Patterns: A Multi-resolution and Multi-topology Approach.
Andrik RampunBryan W. ScotneyPhilip J. MorrowHui WangPublished in: CBMS (2019)
Keyphrases
- multiresolution
- breast tissue
- pattern recognition
- lung disease
- decision trees
- pattern analysis
- pattern classification
- classification accuracy
- machine learning
- pattern representation
- automatic classification
- classification method
- preprocessing
- supervised learning
- digital mammograms
- data mining
- breast cancer
- feature space
- logistic regression
- support vector machine svm
- wavelet transform
- discovering patterns
- feature selection
- classification systems
- classification scheme
- learning algorithm
- image segmentation
- classification rules
- feature extraction
- pattern discovery
- coarse to fine
- feature vectors
- class labels
- benchmark datasets
- model selection
- image classification
- semi supervised
- multi class
- support vector machine