Can We Avoid Unnecessary Polysomnographies in the Diagnosis of Obstructive Sleep Apnea? A Bayesian Network Decision Support Tool.
Liliana LeiteCristina Costa-SantosPedro Pereira RodriguesPublished in: CBMS (2014)
Keyphrases
- obstructive sleep apnea
- bayesian networks
- sleep apnea
- diagnostic reasoning
- radial basis function neural network
- graphical models
- eeg signals
- random variables
- conditional probabilities
- simulated annealing
- probabilistic model
- neural network
- fault diagnosis
- incomplete data
- multiresolution
- automatic analysis
- multiscale
- feature extraction
- face recognition
- genetic algorithm