An expert system based on least square support vector machines for diagnosis of the valvular heart disease.
Davut HanbayPublished in: Expert Syst. Appl. (2009)
Keyphrases
- heart disease
- least squares
- support vector
- medical diagnosis
- large margin classifiers
- learning machines
- expert systems
- disease diagnosis
- patient specific
- quantitative evaluation
- maximum margin
- kernel function
- clinical decision support systems
- kernel methods
- loss function
- medical records
- cross validation
- database
- support vector machine
- knowledge representation
- domain knowledge
- knowledge base
- feature selection
- generalization ability
- knowledge acquisition
- medical images
- feature extraction
- information retrieval