Identifying Noisy ECG Signals in Large Datasets Using a Temporal Convolutional Neural Network Trained to Estimate Pseudo-SNR.
Peter DoggartAlan KennedyDaniel GuldenringRaymond R. BondDewar D. FinlayPublished in: CinC (2023)
Keyphrases
- convolutional neural network
- ecg signals
- signal to noise ratio
- face detection
- spatio temporal
- heart rate
- spatio temporal data
- temporal information
- noise reduction
- multilayer perceptron
- temporal constraints
- noisy environments
- mit bih arrhythmia database
- neural network
- biomedical signals
- temporal patterns
- spatial and temporal
- training data
- feature extraction
- feature selection
- computer vision