An Intelligent Sleep Apnea Classification System Based on EEG Signals.
V. VimalaK. RamarM. EttappanPublished in: J. Medical Syst. (2019)
Keyphrases
- eeg signals
- obstructive sleep apnea
- sleep apnea
- motor imagery
- signal processing
- classification accuracy
- healthy subjects
- kernel density estimators
- sleep stage
- pattern recognition
- extracted features
- feature selection
- brain activity
- linear discriminant classifier
- fold cross validation
- brain computer interface
- pattern classification
- image classification
- knn
- feature space
- decision trees
- non stationary
- support vector machine svm
- eeg data
- brain signals
- multiresolution
- event related potentials
- data mining
- neural network