Automated sleep apnea detection in snoring signal using long short-term memory neural networks.
Siyi ChengChao WangKeqiang YueRuixue LiFanlin ShenWenjie ShuaiWenjun LiLili DaiPublished in: Biomed. Signal Process. Control. (2022)
Keyphrases
- neural network
- sleep apnea
- recurrent neural networks
- signal detection
- long short term memory
- automated analysis
- automatic analysis
- matched filter
- pattern recognition
- semi automated
- signal processing
- obstructive sleep apnea
- detection accuracy
- automatic detection
- multilayer perceptron
- image processing
- artificial neural networks
- detection rate
- non stationary
- detection algorithm
- sleep stage
- fuzzy logic
- feature extraction
- low signal to noise ratio
- support vector
- genetic algorithm
- artificial intelligence
- radio frequency
- noisy environments
- object detection
- detection method
- false positives