Utility of multilayer perceptron neural network classifiers in the diagnosis of the obstructive sleep apnoea syndrome from nocturnal oximetry.
J. Víctor MarcosRoberto HorneroDaniel ÁlvarezFélix del CampoCarlos ZamarrónMiguel Maldonado LópezPublished in: Comput. Methods Programs Biomed. (2008)
Keyphrases
- multilayer perceptron
- obstructive sleep apnea
- radial basis function neural network
- sleep apnea
- neural network
- artificial neural networks
- back propagation
- radial basis function
- hidden layer
- probabilistic neural networks
- neural network model
- apnea hypopnea
- commonly applied
- backpropagation algorithm
- sleep stage
- input vector
- input vectors
- artificial intelligence
- rbfnn
- rbf network
- feed forward
- feedforward neural networks
- activation function
- eeg signals
- radial basis
- fault diagnosis
- modular neural network
- physiological parameters
- support vector machine
- dynamic programming
- high dimensional
- neuro fuzzy models
- image processing