Optimization-enabled deep convolutional neural network with multiple features for cardiac arrhythmia classification using ECG signals.
Anila SomanR. SarathPublished in: Biomed. Signal Process. Control. (2024)
Keyphrases
- ecg signals
- convolutional neural network
- mit bih arrhythmia database
- multiple features
- beat classification
- heart rate variability
- atrial fibrillation
- cardiac arrhythmias
- feature vectors
- feature fusion
- feature space
- classification accuracy
- electrical activity
- heart rate
- support vector
- single feature
- class labels
- neural network
- feature set
- supervised learning
- pattern recognition
- machine learning
- multiple views
- face detection
- decision trees
- combining multiple
- individual features
- object detection
- data points
- viewpoint
- feature selection
- information retrieval