Daniel Álvarez González
University of Valladolid
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Archivos De Bronconeumologia | 2010
Félix del Campo Matía; Roberto Hornero Sánchez; Carlos Zamarrón Sanz; Daniel Álvarez González; J. Víctor Marcos Martín
a b s t r a c t Introduction: The measurement of central tendency (MCT) is a non-linear analysis technique which applied to second order differences diagrams enables the degree of variability to be quantified in a data series. In the present study an attempt is made to quantify and characterise the changes in heart rate obtained by pulse oximetry in patients with a clinical suspicion of sleep apnoea/hypoapnoea syndrome (SAHS) using the MCT and to evaluate its diagnostic use. Patients and Methods: A total of 187 patients were included in the study, on whom a nocturnal polysomnographic and pulse oximetry study was performed. To evaluate the variability of the heart rate the MCT applied to graphs of second order differences obtained from the heart rate record. Result: Patients with SAHS had a higher heart rate variablity than patients without SAHS (0.449 vs 0.666, P<.001). In the multivariate analysis, the heart rate, the minimum saturation and the desaturation index of 4% were independently associated with the heart rate variability. As a diagnostic method, the MCT of the heart rate gives a sensitivity of 69.3%, a specificity of 77.6% and a diagnostic precision of 72.7%. Conclusions: Patients with SAHS have a greater variabilityin heart rate during the night, evaluated by applying the MCT of the heart rate to diagrams of second order differences. As a screening method, the MCT applied to the heart rate has a moderate sensitivity and specificity.
Archivos De Bronconeumologia | 2010
Félix del Campo Matía; Roberto Hornero Sánchez; Carlos Zamarrón Sanz; Daniel Álvarez González; J. Víctor Marcos Martín
INTRODUCTION The measurement of central tendency (MCT) is a non-linear analysis technique which applied to second order differences diagrams enables the degree of variability to be quantified in a data series. In the present study an attempt is made to quantify and characterise the changes in heart rate obtained by pulse oximetry in patients with a clinical suspicion of sleep apnoea/hypoapnoea syndrome (SAHS) using the MCT and to evaluate its diagnostic use. PATIENTS AND METHODS A total of 187 patients were included in the study, on whom a nocturnal polysomnographic and pulse oximetry study was performed. To evaluate the variability of the heart rate the MCT applied to graphs of second order differences obtained from the heart rate record. RESULT Patients with SAHS had a higher heart rate variability than patients without SAHS (0.449 vs. 0.666, P<0.001. In the multivariate analysis, the heart rate, the minimum saturation and the desaturation index of 4% were independently associated with the heart rate variability. As a diagnostic method, the MCT of the heart rate gives a sensitivity of 69.3%, a specificity of 77.6% and a diagnostic precision of 72.7% CONCLUSIONS Patients with SAHS have a greater variability in heart rate during the night, evaluated by applying the MCT of the heart rate to diagrams of second order differences. As a screening method, the MCT applied to the heart rate has a moderate sensitivity and specificity.
Energy | 2013
Lázaro García; Daniel Álvarez González; Carlos García; Laura Martínez García; Carlos Brayner
Archive | 2012
Roberto Hornero Sánchez; José Victor Marcos Martín; Daniel Álvarez González; Pedro Mateo Riobo Aboy; Félix del Campo Matías
Archive | 2011
Roberto Hornero Sánchez; José Victor Marcos Martín; Daniel Álvarez González; Pedro Mateo Riobo Aboy; Félix del Campo Matías
Archive | 2014
Daniel Álvarez González; Gonzalo César Gutiérrez Tobal; María Luz Alonso Álvarez; Joaquín Terán Santos; Félix del Campo Matías; Roberto Hornero Sánchez
Journal of accessibility and design for all: JACCES | 2012
Rebeca Corralejo Palacios; Roberto Hornero Sánchez; Daniel Álvarez González; Laura Martín González
Actas de las XXXVIII Jornadas de Automática#R##N#, 2017, ISBN 978-84-16664-74-0, págs. 313-319 | 2017
Víctor Martínez-Cagigal; Javier Gomez-Pilar; Daniel Álvarez González; Eduardo Santamaría Vázquez; Roberto Hornero Sánchez
Archive | 2016
A. Crespo Senado; Daniel Álvarez González; Leila Kheirandish Gozal; Gonzalo César Gutiérrez Tobal; M. Philby; M. Mohammadi; Roberto Hornero Sánchez; David Gozal; Félix del Campo Matías
Archive | 2016
Andrea Crespo Senado; Daniel Álvarez González; Gonzalo César Gutiérrez Tobal; C. Ainhoa Arroyo Domingo; Roberto Hornero Sánchez; Julio de Frutos Arribas; Félix del Campo Matías