Automated Sleep Apnea Detection in Raw Respiratory Signals Using Long Short-Term Memory Neural Networks.
Tom Van SteenkisteWillemijn GroenendaalDirk DeschrijverTom DhaenePublished in: IEEE J. Biomed. Health Informatics (2019)
Keyphrases
- sleep stage
- sleep apnea
- neural network
- recurrent neural networks
- long short term memory
- automatic analysis
- signal processing
- signal detection
- detection algorithm
- false alarms
- pattern recognition
- detection rate
- object detection
- obstructive sleep apnea
- detection method
- physiological parameters
- false positives
- radio frequency
- automated analysis
- phase locked
- automatic detection
- raw data
- back propagation
- high level
- feed forward
- neural network model
- low signal to noise ratio
- fuzzy logic
- artificial neural networks
- learning algorithm
- genetic algorithm