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
Link To Document :
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