Medical Decision Support System for Diagnosis of Heart Arrhythmia using DWT and Random Forests Classifier.
Emina AlickovicAbdulhamit SubasiPublished in: J. Medical Syst. (2016)
Keyphrases
- decision support system
- random forests
- heart disease
- decision trees
- medical diagnosis
- clinical decision support systems
- diagnostic process
- random forest
- medical decision support systems
- logistic regression
- decision support
- expert systems
- machine learning algorithms
- decision makers
- medical records
- feature set
- decision making
- atrial fibrillation
- ensemble methods
- randomized trees
- management system
- training data
- regression trees
- cardiovascular disease
- decision tree ensembles
- medical knowledge
- clinical trials
- feature selection
- support vector machine
- support vector
- classification trees
- medical images
- beat classification
- learning algorithm
- training set
- case based reasoning
- data warehouse
- artificial intelligence
- class labels
- clinical data
- bayesian networks
- machine learning
- data mining
- databases
- database