Automatic sleep staging in obstructive sleep apnea patients using photoplethysmography, heart rate variability signal and machine learning techniques.
Muhammed Kursad UcarMehmet Recep BozkurtCahit BilginKemal PolatPublished in: Neural Comput. Appl. (2018)
Keyphrases
- obstructive sleep apnea
- heart rate variability
- sleep apnea
- heart rate
- spectral analysis
- eeg signals
- signal processing
- hilbert huang transform
- machine learning
- radial basis function neural network
- machine learning algorithms
- ecg signals
- physiological parameters
- frequency domain
- linear combination
- support vector
- image processing