A patient-adaptable ECG beat classifier using a mixture of experts approach.
Yu Hen HuSurekha PalreddyWillis J. TompkinsPublished in: IEEE Trans. Biomed. Eng. (1997)
Keyphrases
- heart rate
- beat classification
- ecg signals
- feature selection
- training data
- classification process
- acute myocardial infarction
- support vector
- support vector machine
- classification algorithm
- mixed data
- clinical data
- training examples
- learning algorithm
- decision trees
- text categorization
- classifier systems
- feature space
- multi class
- classification scheme
- expectation maximization
- classification method
- neural network
- domain experts
- mixture model
- training samples
- gaussian mixture model
- classification rate
- feature set
- patient data
- medical records
- classifier ensemble
- svm classifier
- classifier combination
- multiple classifiers
- feature extraction