Multi-Class Classification of Sleep Apnea/Hypopnea Events Based on Long Short-Term Memory Using a Photoplethysmography Signal.
Changhoon KangErdenebayar UrtnasanJonguk ParkKyoung-Joung LeePublished in: J. Medical Syst. (2020)
Keyphrases
- multi class classification
- sleep apnea
- apnea hypopnea
- sleep stage
- multi class
- binary classification
- multi class svm
- automatic analysis
- ordinal classification
- multi class support vector machines
- multi class boosting
- support vector
- physiological parameters
- non stationary
- multi task learning
- artificial neural networks
- recurrent neural networks
- neural network
- binary classifiers
- learning algorithm