A Multi-Scale Parallel Convolutional Neural Network for Automatic Sleep Apnea Detection Using Single-Channel EEG Signals.
Dihong JiangYu MaYuanyuan WangPublished in: CISP-BMEI (2018)
Keyphrases
- eeg signals
- single channel
- obstructive sleep apnea
- convolutional neural network
- sleep apnea
- multiscale
- brain activity
- multi channel
- event related potentials
- signal processing
- detection method
- brain computer interface
- object detection
- detection algorithm
- epileptic seizures
- wavelet decomposition
- scale space
- face detection
- automatic analysis
- frequency domain
- prior information
- independent component analysis
- image features
- image processing
- natural images
- wavelet transform
- sleep stage
- image segmentation