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 LiòJulian M. W. QuinnMohammad Ali MoniPublished in: CoRR (2023)
Keyphrases
- classification method
- ecg signals
- nearest neighbor
- k nearest neighbor
- knn
- heart rate
- recurrent neural networks
- mit bih arrhythmia database
- text classification
- support vector machine svm
- classification scheme
- cellular neural networks
- heart rate variability
- support vector machine
- cardiac arrhythmias
- atrial fibrillation
- detection method
- beat classification
- selected features
- associative classification
- convolutional neural network
- classification algorithm
- kernel principal component analysis
- test sample
- artificial neural networks
- high dimensional
- decision trees
- computer vision