ECG-Derived Heart Rate Variability Interpolation and 1-D Convolutional Neural Networks for Detecting Sleep Apnea.
Roneel V. SharanShlomo BerkovskyHao XiongEnrico W. CoieraPublished in: EMBC (2020)
Keyphrases
- heart rate variability
- convolutional neural networks
- sleep apnea
- heart rate
- spectral analysis
- convolutional network
- atrial fibrillation
- mit bih arrhythmia database
- obstructive sleep apnea
- automatic analysis
- ecg signals
- image processing
- semi supervised
- physiological parameters
- sleep stage
- extracted features
- multiscale
- feature extraction
- neural network