DocumentCode :
636912
Title :
Estimating sleep disordered breathing based on heart rate analysis
Author :
Penzel, Thomas ; Glos, Martin ; Schobel, Christoph ; Lal, Sunil ; Fietze, Ingo
Author_Institution :
Interdiscipl. Sleep Med. Center, Charite Univ.medizin Berlin, Berlin, Germany
fYear :
2013
fDate :
3-7 July 2013
Firstpage :
6571
Lastpage :
6574
Abstract :
Heart rate variability and the analysis of the ECG with ECG derived respiration has been used to diagnose sleep disordered breathing. Recently it was possible to distinguish obstructive sleep apnea and central sleep apnea. This can be achieved by analyzing both, heart rate variability and the more mechanically induced ECG derived respiration in parallel. In addition the analysis of cardiopulmonary coupling facilitates to predict the personal risk factor for cardiovascular disorders. The analysis of heart rate, ECG and respiration goes beyond this analysis. Some studies indicate that it is possible to derive sleep stages from these signals. In order to derive sleep stages a more complex analysis of the signals is applied taking into account non-linear properties by using methods of statistical physics. To extract coupling information supports the distinction between sleep stages. Results are reported in this review.
Keywords :
cardiovascular system; electrocardiography; feature extraction; medical disorders; medical signal processing; pneumodynamics; sleep; statistics; ECG analysis; cardiopulmonary coupling; cardiovascular disorder; central sleep apnea; coupling information extraction; heart rate analysis; heart rate variability; nonlinear properties; obstructive sleep apnea; personal risk factor; sleep disordered breathing diagnosis; sleep stages; statistical physics; Couplings; Electrocardiography; Heart rate variability; Medical diagnostic imaging; Sleep apnea;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE
Conference_Location :
Osaka
ISSN :
1557-170X
Type :
conf
DOI :
10.1109/EMBC.2013.6611061
Filename :
6611061
Link To Document :
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