Deep Recurrent Neural Networks for Automatic Detection of Sleep Apnea from Single Channel Respiration Signals.
Hisham ElMoaqetMohammad EidMartin GlosMutaz RyalatThomas PenzelPublished in: Sensors (2020)
Keyphrases
- automatic detection
- single channel
- recurrent neural networks
- sleep apnea
- multi channel
- heart rate
- sleep stage
- obstructive sleep apnea
- neural network
- feed forward
- independent component analysis
- recurrent networks
- frequency domain
- artificial neural networks
- echo state networks
- wiener filter
- brain activity
- signal processing
- automatic analysis
- physiological parameters
- prior information
- wavelet decomposition
- noise reduction
- sound source
- learning algorithm
- genetic algorithm
- machine learning