• DocumentCode
    2741739
  • Title

    The use of R-wave morphology in the detection of sleep-disordered breathing using the electrocardiogram - a comparison between leads

  • Author

    Vijendra, S. ; Behbehani, K. ; Lucas, E.A. ; Burk, J.R. ; Burli, D.N. ; Dao, D.H.

  • Author_Institution
    Dept. of Biomedical Eng., Texas Univ., Arlington, TX, USA
  • Volume
    2
  • fYear
    2004
  • fDate
    1-5 Sept. 2004
  • Firstpage
    3881
  • Lastpage
    3884
  • Abstract
    Power spectral analysis of time series derived from the R-wave morphology of the ECG was employed to identify a suitable lead configuration for the detection of sleep-disordered breathing (SDB) using the electrocardiogram (ECG). 16 subjects (46 ± 9.2 yrs, 8 males), who did not report problems during sleep, and 13 subjects previously diagnosed with SDB (49 ± 8.8 yrs, 7 males) underwent an overnight sleep study at an accredited sleep center. Power values derived from the spectra of the R-peaks envelope were tested for their sensitivity and specificity in discriminating between epochs containing normal breathing from epochs containing SDB. Of the three tested lead configurations using two parameters NB1 and NB2 derived from the power spectrum, lead I produced the best results with a sensitivity of 92.8% and a specificity of 88.0% for the case of parameter NB1 and a sensitivity of 85.7% and a specificity of 76.0% for the case of parameter NB2.
  • Keywords
    electrocardiography; medical signal detection; medical signal processing; pneumodynamics; sleep; spectral analysis; time series; 36.8 to 55.2 yr; 40.2 to 57.8 yr; R-wave morphology; electrocardiogram; lead configuration; power spectral analysis; sleep-disordered breathing; time series; Cardiovascular diseases; Costs; Electrocardiography; Heart rate variability; Morphology; Sensitivity and specificity; Signal processing; Sleep; Spectral analysis; Testing; ECG; Leads; R-wave morphology; Signal processing; Sleep-Disordered Breathing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society, 2004. IEMBS '04. 26th Annual International Conference of the IEEE
  • Conference_Location
    San Francisco, CA
  • Print_ISBN
    0-7803-8439-3
  • Type

    conf

  • DOI
    10.1109/IEMBS.2004.1404086
  • Filename
    1404086