Cardiac Arrhythmia Detection from Single-lead ECG using CNN and LSTM assisted by Oversampling.
Dhwaj VermaSonali AgarwalPublished in: ICACCI (2018)
Keyphrases
- mit bih arrhythmia database
- ecg signals
- beat classification
- heart rate variability
- cardiac arrhythmias
- automatic detection
- detection accuracy
- false positives
- detection algorithm
- recurrent neural networks
- object detection
- false alarms
- cellular neural networks
- heart disease
- three dimensional
- neural network
- detection rate
- heart rate
- spectral analysis
- higher order statistics
- electrical activity