Accurate detection of sleep apnea with long short-term memory network based on RR interval signals.
Oliver FaustRagab BarikaAlex ShenfieldEdward J. CiaccioU. Rajendra AcharyaPublished in: Knowl. Based Syst. (2021)
Keyphrases
- sleep apnea
- sleep stage
- signal detection
- false positives
- detection accuracy
- obstructive sleep apnea
- automatic detection
- high quality
- detection method
- automatic analysis
- high accuracy
- low signal to noise ratio
- object detection
- highly accurate
- recurrent neural networks
- physiological parameters
- machine learning
- computationally efficient
- anomaly detection
- pattern recognition
- neural network
- detection rate
- independent component analysis
- sensitivity analysis
- detection algorithm
- signal processing