An Automatic Patient-Adapted ECG Heartbeat Classifier Allowing Expert Assistance.
Mariano LlamedoJuan Pablo MartínezPublished in: IEEE Trans. Biomed. Eng. (2012)
Keyphrases
- heart rate
- ecg signals
- decision trees
- cardiac arrhythmias
- training data
- fully automatic
- acute myocardial infarction
- classification algorithm
- support vector machine
- semi automatic
- human experts
- clinical practice
- physiological processes
- classification scheme
- multiple classifiers
- support vector
- learning algorithm
- training examples
- feature extraction
- classifier ensemble
- feature space
- clinical trials
- classification process
- medical data
- training set
- classification method