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
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