Radial basis function classifiers to help in the diagnosis of the obstructive sleep apnoea syndrome from nocturnal oximetry.
J. Víctor MarcosRoberto HorneroDaniel ÁlvarezFélix del CampoMiguel Maldonado LópezCarlos ZamarrónPublished in: Medical Biol. Eng. Comput. (2008)
Keyphrases
- radial basis function
- obstructive sleep apnea
- radial basis function neural network
- support vector
- rbf kernel
- rbf neural network
- multi layer perceptron
- sleep apnea
- rbf network
- rbfnn
- artificial neural networks
- basis functions
- neural network
- support vector machine svm
- multilayer perceptron
- support vector machine
- apnea hypopnea
- training data
- svm classifier
- hidden layer
- radial basis function network
- training set
- feature selection
- decision trees
- fault diagnosis
- machine learning algorithms
- machine learning
- data sets
- orthogonal least squares
- feature set
- traditional chinese medicine
- genetic algorithm
- sleep stage