Computer Aided Classification of Mammographic Tissue Using Shapelets and Support Vector Machines.
George ApostolopoulosAthanasios KoutrasIoanna ChristoyianniEvaggelos DermatasPublished in: SETN (2014)
Keyphrases
- computer aided
- support vector
- image analysis
- computer aided diagnosis
- classification accuracy
- computer assisted
- cad systems
- learning machines
- support vector machine
- svm classifier
- diagnosis of breast cancer
- lung nodules
- breast cancer
- breast tissue
- logistic regression
- large margin classifiers
- generalization ability
- computer aided design
- computer aided detection
- pattern recognition
- capsule endoscopy
- feature selection
- feature space
- support vector machine svm
- nearest neighbor algorithm
- decision trees
- computer vision
- pectoral muscle
- skin lesion
- pulmonary nodules
- feature extraction
- differential diagnosis
- design tools
- svm classification
- loss function
- early diagnosis
- face recognition