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