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
Link To Document :
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