Publicaciones en colaboración con investigadores/as de Complexo Hospitalario Universitario de Santiago (16)

2010

  1. The classification of oximetry signals using Bayesian neural networks to assist in the detection of obstructive sleep apnoea syndrome

    Physiological Measurement, Vol. 31, Núm. 3, pp. 375-394

  2. Variabilidad de la señal de frecuencia de pulso obtenida mediante pulsioximetría nocturna en pacientes con síndrome de apnea hipopnea del sueño

    Archivos de Bronconeumologia, Vol. 46, Núm. 3, pp. 116-121

2009

  1. A classification algorithm based on spectral features from nocturnal oximetry and support vector machines to assist in the diagnosis of obstructive sleep apnea

    Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009

  2. Assessment of four statistical pattern recognition techniques to assist in obstructive sleep apnoea diagnosis from nocturnal oximetry

    Medical Engineering and Physics, Vol. 31, Núm. 8, pp. 971-978

  3. Nonlinear measure of synchrony between blood oxygen saturation and heart rate from nocturnal pulse oximetry in obstructive sleep apnoea syndrome

    Physiological Measurement, Vol. 30, Núm. 9, pp. 967-982

2008

  1. Applying time, frequency and nonlinear features from nocturnal oximetry to osa diagnosis

    Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08 - "Personalized Healthcare through Technology"

  2. Radial basis function classifiers to help in the diagnosis of the obstructive sleep apnoea syndrome from nocturnal oximetry

    Medical and Biological Engineering and Computing, Vol. 46, Núm. 4, pp. 323-332

  3. Single layer network classifiers to assist in the detection of obstructive sleep apnea syndrome from oximetry data

    Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08 - "Personalized Healthcare through Technology"

  4. Utility of multilayer perceptron neural network classifiers in the diagnosis of the obstructive sleep apnoea syndrome from nocturnal oximetry

    Computer Methods and Programs in Biomedicine, Vol. 92, Núm. 1, pp. 79-89

2007

  1. Improving diagnostic ability of blood oxygen saturation from overnight pulse oximetry in obstructive sleep apnea detection by means of central tendency measure

    Artificial Intelligence in Medicine, Vol. 41, Núm. 1, pp. 13-24

  2. Utility of approximate entropy from overnight pulse oximetry data in the diagnosis of the obstructive sleep apnea syndrome

    IEEE Transactions on Biomedical Engineering, Vol. 54, Núm. 1, pp. 107-113

2006

  1. Cross approximate entropy analysis of nocturnal oximetry signals in the diagnosis of the obstructive sleep apnea syndrome

    Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings

  2. Heart rate regularity analysis obtained from pulse oximetric recordings in the diagnosis of obstructive sleep apnea

    Sleep and Breathing, Vol. 10, Núm. 2, pp. 83-89

  3. Nonlinear characteristics of blood oxygen saturation from nocturnal oximetry for obstructive sleep apnoea detection

    Physiological Measurement, Vol. 27, Núm. 4, pp. 399-412

  4. Oxygen saturation regularity analysis in the diagnosis of obstructive sleep apnea

    Artificial Intelligence in Medicine, Vol. 37, Núm. 2, pp. 111-118

2005

  1. Approximate entropy from overnight pulse oximetry for the obstructive sleep apnea syndrome

    Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings