Title :
Short-time nonlinear dynamical analysis of heart rate variability in dogs after acute myocardial infarction
Author :
Qin, Ming Xin ; Zang, Yi Min ; Shi, Xue Tao ; Fu, Feng
Author_Institution :
Dept. of Biomed. Eng., Fourth Mil. Med. Univ., Xian, China
fDate :
29 Oct-1 Nov 1998
Abstract :
This paper presents the concept of the short-time nonlinear dynamical analysis of heart rate variability for physiological animal experiments and pharmacological experiments as well as clinical diagnosis and prognosis. We established an animal experiment protocol of myocardial ischemia to observe the results of the short-time nonlinear dynamical analysis of heart rate variability and compared the nonlinear dynamical parameters of heart rate variability with the results of myocardial perfusion SPECT under myocardial ischemia. The experiment results on seven dogs showed (1) after acute myocardial infarction the correlation dimension and approximate entropy decreased apparently and gradually increased after 15 days; (2) after acute myocardial infarction the Lyapunov exponent increases and gradually recovery to normal value with time; (3) the developing trends of the nonlinear dynamical parameters were coincident with the SPECT results; (4) from our experiment the correlation dimension is the most sensitive parameter and had a good identity with the results of SPECT image. So we think the short-time analysis of the nonlinear dynamics is a good way to determine gradually increased the degree of the myocardial ischemia and to asses the risk after acute myocardial infarction
Keywords :
Lyapunov methods; cardiovascular system; chaos; correlation theory; electrocardiography; entropy; fractals; nonlinear dynamical systems; time series; ECG analysis; Lyapunov exponent; acute myocardial infarction; approximate entropy; chaos; correlation dimension; dogs; fractals; heart rate variability; myocardial ischemia; myocardial perfusion SPECT; pharmacological experiments; physiological animal experiments; short-time nonlinear dynamical analysis; time series; Animals; Arteries; Clinical diagnosis; Dogs; Electrocardiography; Heart rate variability; Ischemic pain; Myocardium; Nonlinear dynamical systems; Performance analysis;
Conference_Titel :
Engineering in Medicine and Biology Society, 1998. Proceedings of the 20th Annual International Conference of the IEEE
Conference_Location :
Hong Kong
Print_ISBN :
0-7803-5164-9
DOI :
10.1109/IEMBS.1998.745909