Automated detection of obstructive sleep apnoea syndrome from oxygen saturation recordings using linear discriminant analysis.
J. Víctor MarcosRoberto HorneroDaniel ÁlvarezFélix del CampoMateo AboyPublished in: Medical Biol. Eng. Comput. (2010)
Keyphrases
- automated detection
- linear discriminant analysis
- apnea hypopnea
- sleep stage
- sleep apnea
- obstructive sleep apnea
- discriminant analysis
- face recognition
- automated analysis
- dimensionality reduction
- principal component analysis
- feature extraction
- support vector
- dimension reduction
- lung cancer
- small sample size
- feature space
- support vector machine svm
- discriminant features
- null space
- class separability
- linear discriminant
- discriminative information
- fisher criterion
- physiological parameters
- high dimensional data
- scatter matrices
- eeg signals
- neural network