A decision support system based on support vector machines for diagnosis of the heart valve diseases.
Emre ÇomakAhmet ArslanIbrahim TürkogluPublished in: Comput. Biol. Medicine (2007)
Keyphrases
- decision support system
- diagnostic process
- support vector
- cardiovascular disease
- learning machines
- large margin classifiers
- svm classification
- medical diagnosis
- decision support
- clinically relevant
- heart disease
- clinical diagnosis
- disease diagnosis
- expert systems
- decision making
- risk factors
- decision makers
- support vector machine
- multicriteria decision making
- early diagnosis
- risk management
- fault diagnosis
- model based diagnosis
- logistic regression
- management system
- feature selection
- machine learning
- medical decision support systems
- data sets
- clinical trials
- early warning
- data warehouse
- agent based architecture
- clinical decision support systems
- knowledge elicitation
- retinal vessel
- damage assessment
- emergency management
- medical imaging
- knowledge discovery
- control system
- training data
- artificial intelligence
- databases