A Dual-Scale Convolutional Neural Network for Sleep Apnea Detection with Time-Delayed SpO2 Signals.
Ruifeng ZouHuijun YueWenbin LeiXiaomao FanWenjun MaPan LiYe LiPublished in: EMBC (2023)
Keyphrases
- convolutional neural network
- sleep apnea
- sleep stage
- face detection
- signal detection
- detection accuracy
- automatic detection
- detection method
- detection algorithm
- object detection
- automatic analysis
- detection rate
- false alarms
- obstructive sleep apnea
- signal processing
- scale space
- phase locked
- physiological parameters
- slowly varying
- low signal to noise ratio
- feature set