Title :
Electrical analogs for monitoring vascular properties in artificial heart studies
Author :
Avanzolini, Guido ; Barbini, Paolo ; Cappello, Angelo ; Cevenini, Gabriele ; Möller, Dietmar ; Pohl, Vaclav ; Sikora, Thomas
Author_Institution :
Dept. of Electron., Bologna Univ., Italy
fDate :
4/1/1989 12:00:00 AM
Abstract :
The problem of choosing parametric descriptions of the systematic vascular bed suitable for monitoring beat-to-beat changes in peripheral vascular properties is considered. Three simple models with two, three, and five elements are compared, essentially exploiting the Akaike information criterion combined with reasonable requirements for estimate accuracy. Analysis of pressure data, which are either simulated by the five-element model or measured on a mock circulatory system during abrupt changes in peripheral resistance, suggests guidelines for model selection. In particular, the five-element model exhibits very close adherence to physical reality by allowing for reflection, while the classical windkessel model provides the most reproducible estimates.<>
Keywords :
artificial organs; cardiology; haemodynamics; physiological models; 5-element model; Akaike information criterion; artificial heart studies; beat-to-beat changes; classical windkessel model; electrical analogs; mock circulatory system; parametric descriptions; pressure data analysis; vascular properties monitoring; Artificial heart; Blood; Circulatory system; Condition monitoring; Costs; Data analysis; Electrical resistance measurement; Parameter estimation; Pressure measurement; Reflection; Cardiovascular Physiology; Electrophysiology; Heart, Artificial; Models, Biological;
Journal_Title :
Biomedical Engineering, IEEE Transactions on