• DocumentCode
    3125096
  • Title

    Heart Rate Variability in Pediatric Obstructive Sleep Apnea

  • Author

    Deng, Zhi-De ; Poon, Chi-Sang ; Arzeno, Natalia M. ; Katz, Eliot S.

  • Author_Institution
    Dept. of Electr. Eng. & Comput. Sci., Massachusetts Inst. of Technol., Cambridge, MA
  • fYear
    2006
  • fDate
    Aug. 30 2006-Sept. 3 2006
  • Firstpage
    3565
  • Lastpage
    3568
  • Abstract
    Obstructive sleep apnea syndrome (OSAS) is observed in approximately 2% of children. Heart rate variability (HRV) is a potentially simple, non-invasive diagnostic screening tool for OSAS. In this study, we investigated the diagnostic potential of HRV using power spectral analysis, numerical titration, sample entropy, and detrended fluctuation analysis. Effects of sleep stages (REM and NREM sleep) are evaluated. The results show that the heart rate chaos intensity, as measured by the noise limit in numerical titration, is significantly higher during REM sleep than NREM sleep in all patient groups. By using the receiver-operating characteristic analysis, the detection of OSAS yielded a specificity of 72.2% and sensitivity of 81.3% using the numerical-titration technique. The findings suggest that sleep state and disordered breathing are important determinants of cardiac autonomic control. Nonlinear techniques such as numerical titration, when used in conjunction with spectral analysis of HRV could be an effective screening tool for pediatric OSAS
  • Keywords
    biomechanics; cardiology; diseases; eye; numerical analysis; paediatrics; patient diagnosis; pneumodynamics; sensitivity analysis; sleep; spectral analysis; REM sleep; cardiac autonomic control; detrended fluctuation analysis; diagnostic screening tool; disordered breathing; heart rate chaos intensity; heart rate variability; nonlinear dynamics; nonlinear techniques; numerical titration; pediatric obstructive sleep apnea; power spectral analysis; receiver-operating characteristic analysis; sample entropy; sleep stages; Cardiology; Chaos; Cities and towns; Fluctuations; Gold; Heart rate; Heart rate variability; Sleep apnea; Spectral analysis; USA Councils; Heart rate variability; nonlinear dynamics; obstructive sleep apnea; pediatric;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society, 2006. EMBS '06. 28th Annual International Conference of the IEEE
  • Conference_Location
    New York, NY
  • ISSN
    1557-170X
  • Print_ISBN
    1-4244-0032-5
  • Electronic_ISBN
    1557-170X
  • Type

    conf

  • DOI
    10.1109/IEMBS.2006.260139
  • Filename
    4462567