Automated Detection of Sleep Apnea Using Convolutional Neural Network from a single-channel ECG signal.
Qunxia GaoLijuan ShangYin ZhangPublished in: RICAI (2020)
Keyphrases
- automated detection
- single channel
- convolutional neural network
- ecg signals
- sleep apnea
- heart rate
- multi channel
- obstructive sleep apnea
- face detection
- sleep stage
- automated analysis
- physiological parameters
- lung cancer
- wiener filter
- neural network
- automatic analysis
- wavelet decomposition
- independent component analysis
- prior information
- frequency domain
- multiresolution
- brain activity
- mit bih arrhythmia database
- image restoration
- object detection
- subband
- signal processing
- prior knowledge