TY - JOUR AU - Marcos Martín, José Víctor AU - Hornero Sánchez, Roberto AU - Álvarez González, Daniel AU - Nabney, Ian T. AU - Campo Matias, Félix del AU - Zamarrón, Carlos PY - 2010 SN - 0967-3334 UR - https://uvadoc.uva.es/handle/10324/80468 AB - In the present study, multilayer perceptron (MLP) neural networks were applied to help in the diagnosis of obstructive sleep apnoea syndrome (OSAS). Oxygen saturation (SaO2) recordings from nocturnal pulse oxymetry were used for this purpose. We... LA - spa PB - IOPscience TI - The classification of oximetry signals using Bayesian neural networks to assist in the detection of obstructive sleep apnoea syndrome DO - 10.1088/0967-3334/31/3/007 ER -