Title :
Nonlinear dynamic analysis of hemodynamic signals for identifying transitions between ventriculoarterial coupling states
Author :
Schulz, S. ; Bauernschmitt, R. ; Schwarzhaupt, A. ; Vahl, CF ; Kiencke, U.
Author_Institution :
Dept. of Cardiac Surg., Exp. Lab., Heidelberg, Germany
fDate :
6/21/1905 12:00:00 AM
Abstract :
Cardiac surgery can change the coupling between the heart and the subsequent arterial system. This study is a first step for the identification and visualization of disturbed ventriculoarterial coupling. Hemodynamic parameters: left ventricular pressure (LVP), aortic pressure (AOP) and aortic flow (AOF) were digitally recorded (100 Hz) in 8 anaesthetized pigs over a period of 10 minutes. A simulation of disturbance of the ventriculoarterial coupling is performed by a total occlusion of the descending aorta. The three hemodynamic parameters are defined to perform a three dimensional vector V=[LVP(t), AOP(t+Δt), AOF(t+Δt)]. A recurrence plot was derived from this attractor, which describes a space-time correlation of the points on the attractor. Recurrence plots showed a clear state transition after aortic occlusion. The system traveled through several quasi-stable states and in case of reopening the aorta it showed a similar correlation as before the disturbance. Recurrence plots are sensitive for identification of state transitions in the cardiovascular system
Keywords :
biocontrol; cardiovascular system; haemodynamics; medical signal processing; nonlinear dynamical systems; surgery; anaesthetized pigs; aorta reopening; aortic flow; aortic occlusion; aortic pressure; arterial system; attractor; cardiac surgery; cardiovascular system; clear state transition; descending aorta; disturbed ventriculoarterial coupling; heart; hemodynamic signals; identification; left ventricular pressure; nonlinear dynamic analysis; quasi-stable states; recurrence plot; space-time correlation; three dimensional vector; total occlusion; ventriculoarterial coupling states; visualization; Cardiovascular system; Catheters; Delay effects; Heart; Hemodynamics; Nonlinear dynamical systems; Signal analysis; Signal processing; Surgery; Visualization;
Conference_Titel :
Computers in Cardiology, 1999
Conference_Location :
Hannover
Print_ISBN :
0-7803-5614-4
DOI :
10.1109/CIC.1999.826019