ECG-Based Heart Arrhythmia Diagnosis Through Attentional Convolutional Neural Networks.
Ziyu LiuXiang ZhangPublished in: IoTaIS (2021)
Keyphrases
- convolutional neural networks
- beat classification
- atrial fibrillation
- ecg signals
- heart disease
- heart rate variability
- mit bih arrhythmia database
- cardiac arrhythmias
- convolutional network
- medical diagnosis
- higher order statistics
- heart rate
- visual attention
- fault diagnosis
- spectral analysis
- electrical activity
- model based reasoning
- selective attention
- visual search
- traditional chinese medicine
- multiscale
- multiple faults
- focus of attention
- fault detection
- model based diagnosis
- medical images
- expert systems