HARDC : A novel ECG-based heartbeat classification method to detect arrhythmia using hierarchical attention based dual structured RNN with dilated CNN.
Md. Shofiqul IslamKhondokar Fida HasanSunjida SultanaShahadat UddinPietro Lio'Julian M. W. QuinnMohammad Ali MoniPublished in: Neural Networks (2023)
Keyphrases
- classification method
- ecg signals
- knn
- nearest neighbor
- k nearest neighbor
- heart rate
- mit bih arrhythmia database
- recurrent neural networks
- heart rate variability
- support vector machine svm
- atrial fibrillation
- text classification
- classification algorithm
- classification scheme
- support vector machine
- cellular neural networks
- cardiac arrhythmias
- selected features
- detection method
- beat classification
- real world
- test sample
- nearest neighbor rule
- knowledge discovery
- classification accuracy
- prior knowledge