A Patient-Adapting Heartbeat Classifier Using ECG Morphology and Heartbeat Interval Features.
Philip de ChazalRichard B. ReillyPublished in: IEEE Trans. Biomed. Eng. (2006)
Keyphrases
- ecg signals
- heart rate
- feature set
- cardiac arrhythmias
- classification process
- feature space
- feature vectors
- morphological features
- extracted features
- input features
- complementary features
- svm classifier
- neural classifier
- training examples
- multiple classifiers
- class labels
- low level
- feature selection
- feature values
- improve the recognition accuracy
- physiological processes
- neural network
- feature maps
- classification method
- image analysis
- machine learning
- intra class
- medical data
- feature subset
- individual features
- feature extraction and classification
- highest accuracy
- feature extractors
- monitoring system
- false positives
- classification accuracy
- decision trees