IVUS-based characterization of atherosclerotic plaques using feature selection and SVM classification.
Vasilis G. GiannoglouDimitris G. StavrakoudisJohn B. TheocharisPublished in: BIBE (2012)
Keyphrases
- svm classification
- coronary artery
- feature selection
- support vector machine
- classification accuracy
- support vector
- intravascular ultrasound
- support vector machine svm
- tissue characterization
- multi class
- svm classifier
- kernel function
- classification method
- imaging modalities
- feature extraction
- high risk
- selected features
- image guided
- machine learning
- post mortem
- cross validation
- text classification
- image classification
- feature set
- carotid artery
- multiclass classification
- cross sectional
- text categorization
- feature space
- knn
- support vectors
- feature subset
- model selection
- k nearest neighbor
- training set
- naive bayes
- computer vision
- data mining