Constrained transformer network for ECG signal processing and arrhythmia classification.
Chao ChePeiliang ZhangMin ZhuYue QuBo JinPublished in: BMC Medical Informatics Decis. Mak. (2021)
Keyphrases
- signal processing
- pattern recognition
- beat classification
- heart rate variability
- support vector
- ecg signals
- classification models
- pattern classification
- decision trees
- automatic classification
- fuzzy logic
- image processing
- communication networks
- filter bank
- feature set
- feature space
- classification accuracy
- mit bih arrhythmia database
- neural network
- signal analysis
- distribution network
- training set
- classification scheme
- image classification
- benchmark datasets
- classification method
- fault diagnosis
- classification algorithm
- supervised learning
- atrial fibrillation
- power system
- class labels
- radial basis function network
- eeg signals
- classification rules
- feature vectors
- network model
- wireless sensor networks
- support vector machine
- community structure
- complex networks
- network structure