Radial basis function classifiers to help in the diagnosis of the obstructive sleep apnoea syndrome from nocturnal oximetry - Marcos, J. Víctor; Hornero, Roberto; Álvarez, Daniel; del Campo, Félix; López, Miguel; Zamarrón, Carlos (Medical & biological engineering & computing, 2008)
Keywords: Aged; Algorithms; Biomedical and Life Sciences; Biomedical Engineering and Bioengineering; Biomedicine; Body mass index; Computer Applications; Diagnostics; Discriminant analysis; Female; Hospitals; Human Physiology; Humans; Imaging; Male; Medical diagnosis; Methods; Middle Aged; Models, Statistical; Neural networks; Neural Networks (Computer); Original Article; Oximetry; Oxygen - blood; Oxygen saturation; Pattern Recognition, Automated; Radiology; ROC Curve; Sensitivity and Specificity; Signal processing; Sleep apnea; Sleep Apnea, Obstructive - diagnosis; Studies; Radial basis function neural network; Obstructive sleep apnoea syndrome; Data clustering; Nonlinear analysis; Nocturnal oximetry