DocumentCode :
561757
Title :
Quantification of cardio-respiratory interactions in patients with mild obstructive sleep apnea syndrome using joint symbolic dynamics
Author :
Kabir, Muammar M. ; Dimitri, Hany ; Sanders, Prashanthan ; Antic, Ral ; Abbott, Derek ; Baumert, Mathias
Author_Institution :
Univ. of Adelaide, Adelaide, SA, Australia
fYear :
2011
fDate :
18-21 Sept. 2011
Firstpage :
41
Lastpage :
44
Abstract :
The aim of this paper was to study interactions between R-R intervals and respiratory phases in patients with mild obstructive sleep apnea syndrome (OSAS) during night-time sleep using a technique based on joint symbolic dynamics. We investigated overnight polysomnography data in 123 OSAS patients. The R-R time series were extracted from electrocardiograms (ECG) and respiratory phases were obtained from abdominal displacement sensors using the Hilbert transform. Both series were transformed into ternary symbol vectors based on the changes between two successive R-R intervals and the respective respiratory phases. Subsequently, words of length `3´ were formed and the correspondence between words of the two series was determined for each sleep stage to quantify cardio-respiratory interaction. We found a significantly higher percentage of similarity in the symbolic dynamics of R-R intervals and respiratory phases during slow-wave (SW) sleep compared to any other sleep stage (slow-wave vs. stage 1, stage 2 and rapid-eye-movement sleep: 20.9±4.7 vs. 15.5±4.2, 17.0±4.1 and 13.4±2.6, p<;0.0001, respectively). In conclusion, joint symbolic dynamics provides an efficient technique for the analysis of cardio-respiratory interaction during sleep.
Keywords :
Hilbert transforms; electrocardiography; medical signal processing; sensors; time series; ECG phase; Hilbert transform; abdominal displacement sensor; cardio-respiratory interaction; electrocardiograms phase; joint symbolic dynamics; mild obstructive sleep apnea syndrome; night-time sleep; overnight polysomnography; rapid-eye-movement sleep; respiratory phase; slow-wave sleep; stage 1 sleep; stage 2 sleep; ternary symbol vectors; time series; Barium; Cardiology; Charge coupled devices; Computational fluid dynamics; FCC; Field-flow fractionation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computing in Cardiology, 2011
Conference_Location :
Hangzhou
ISSN :
0276-6547
Print_ISBN :
978-1-4577-0612-7
Type :
conf
Filename :
6164497
Link To Document :
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