Support Vector Machine Ensembles for Intelligent Diagnosis of Valvular Heart Disease.
Abdulkadir SengürPublished in: J. Medical Syst. (2012)
Keyphrases
- heart disease
- support vector machine
- clinical decision support systems
- medical diagnosis
- quantitative evaluation
- disease diagnosis
- patient specific
- support vector machine svm
- support vector
- svm classifier
- feature selection
- decision support
- ensemble classifier
- multi class
- medical records
- ensemble methods
- training data
- decision trees
- artificial intelligence
- machine learning
- ensemble learning
- medical images
- medical practitioners
- kernel function
- database
- information extraction
- expert systems
- feature space
- three dimensional
- information systems
- databases