Towards Unobtrusive Automated Sleep Stage Classification - Polysomnography using Electrodes on the Face.
Igor J. BerezhnoyGert-Jan de VriesTim WeysenJonce DimovGary Garcia MolinaPublished in: HEALTHINF (2012)
Keyphrases
- sleep stage
- automated classification
- sleep apnea
- classification method
- pattern recognition
- human faces
- pattern classification
- classification accuracy
- support vector
- training set
- classification systems
- image classification
- automatic classification
- decision trees
- decision rules
- apnea hypopnea
- classification rate
- fully automated
- training samples
- computer aided
- support vector machine svm
- machine learning
- model selection
- supervised learning
- facial expressions
- support vector machine
- feature extraction
- feature selection
- artificial intelligence