CAT-Net: Convolution, attention, and transformer based network for single-lead ECG arrhythmia classification.
Md. Rabiul IslamMarwa K. QaraqeKhalid A. QaraqeErchin SerpedinPublished in: Biomed. Signal Process. Control. (2024)
Keyphrases
- heart rate variability
- support vector
- classification accuracy
- beat classification
- decision trees
- automatic classification
- classification scheme
- ecg signals
- pattern recognition
- feature vectors
- support vector machine
- text classification
- classification systems
- communication networks
- pattern classification
- classification method
- image processing
- mit bih arrhythmia database
- svm classifier
- preprocessing
- training set
- wireless sensor networks
- multi class
- model selection
- image classification
- classification models
- expert systems
- radial basis function network
- fuzzy logic
- peer to peer
- network model
- class labels
- visual attention
- complex networks
- benchmark datasets
- classification algorithm
- social network analysis
- decision rules