A bimodal feature fusion convolutional neural network for detecting obstructive sleep apnea/hypopnea from nasal airflow and oximetry signals.
Dandan PengHuijun YueWenjun TanWenbin LeiGuozhu ChenWen ShiYanchun ZhangPublished in: Artif. Intell. Medicine (2024)
Keyphrases
- sleep stage
- feature fusion
- convolutional neural network
- sleep apnea
- face detection
- feature extraction
- multiple features
- apnea hypopnea
- data reduction
- fusion algorithm
- multi sensor
- neural network
- automatic analysis
- object detection
- face recognition
- data sets
- data compression
- detection method
- physiological parameters
- object recognition