DocumentCode :
1241557
Title :
Short- and long-term joint symbolic dynamics of heart rate and blood pressure in dilated cardiomyopathy
Author :
Baumert, Mathias ; Baier, Vico ; Truebner, Sandra ; Schirdewan, Alexander ; Voss, Andreas
Author_Institution :
Dept. of Med. Eng., Univ. of Appl. Sci. Jena, Germany
Volume :
52
Issue :
12
fYear :
2005
Firstpage :
2112
Lastpage :
2115
Abstract :
Autonomic cardiovascular control involves complex interactions of heart rate and blood pressure. In patients with dilated cardiomyopathy (DCM), this control is impaired and parameters for its quantification might be of prognostic importance. In this paper, we introduce methods based on joint symbolic dynamics (JSD) for the enhanced analysis of heart rate and blood pressure interactions. To assess the coarse-grained dynamics beat-to-beat changes of heart rate and blood pressure are encoded in symbol strings. Subsequently, the distribution properties of short symbol sequences (words) as well as the scaling properties of the whole symbol string are assessed. The comparison of joint symbolic heart rate and blood pressure dynamics in DCM (n=75) with those in healthy controls (n=75) showed significant changes. Both, the distribution of words and the scaling properties indicate a loss in heart rate dynamics associated with blood pressure regulation in DCM. In conclusion, the analyses of short- and long-term JSDs provide insights into complex physiological heart rate and blood pressure interactions and furthermore reveal patho-physiological cardiovascular control in DCM.
Keywords :
blood pressure measurement; cardiovascular system; electrocardiography; medical signal processing; autonomic cardiovascular control; blood pressure; coarse-grained dynamics; dilated cardiomyopathy; encoding; heart rate; joint symbolic dynamics; patho-physiological cardiovascular control; short symbol sequences; Baroreflex; Biomedical engineering; Biomedical monitoring; Blood pressure; Cardiology; Heart rate; Heart rate variability; Myocardium; Nonlinear dynamical systems; Pressure control; Blood pressure variability; dilated cardiomyopathy; heart rate variability; symbolic dynamics; Blood Pressure; Cardiomyopathy, Dilated; Computer Simulation; Data Interpretation, Statistical; Diagnosis, Computer-Assisted; Heart Rate; Humans; Middle Aged; Models, Cardiovascular; Models, Statistical; Statistics as Topic; Time Factors;
fLanguage :
English
Journal_Title :
Biomedical Engineering, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9294
Type :
jour
DOI :
10.1109/TBME.2005.857636
Filename :
1542463
Link To Document :
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