A Biomedical Decision Support System Using LS-SVM Classifier with an Efficient and New Parameter Regularization Procedure for Diagnosis of Heart Valve Diseases.
Emre ÇomakAhmet ArslanPublished in: J. Medical Syst. (2012)
Keyphrases
- decision support system
- svm classifier
- diagnostic process
- cardiovascular disease
- svm classification
- support vector machine
- support vector machine svm
- decision support
- support vector
- regularization parameter
- image classification
- medical diagnosis
- feature vectors
- training set
- medical decision support systems
- decision makers
- expert systems
- clinically relevant
- data warehouse
- risk management
- clinical decision support systems
- decision making
- decision process
- kernel function
- heart disease
- multicriteria decision making
- text mining
- machine learning
- support vectors
- risk factors
- management system
- semi supervised
- training data
- data sets
- artificial intelligence
- clinical trials
- case based reasoning
- intensive care
- informative features
- damage assessment
- logistic regression
- data mining