Title :
Classical but effective techniques for estimating cardiovascular dynamics
Author :
Yoshizawa, Makoto ; Abe, Ken-ichi ; Takedu, H. ; Yambe, Tomoyuki ; Nitta, Shin-ichi
Author_Institution :
Dept. of Electr. Eng., Tohoku Univ., Sendai, Japan
Abstract :
This article first describes the effectiveness and the limitations of classical approaches based on linear models for the cardiovascular system. The authors then introduce their own work on less-invasive and real-time estimation of cardiac output flow and pump function in the clinical setting. It is shown that system identification techniques using linear models can yield unexpectedly accurate results useful for patient care.
Keywords :
cardiology; haemodynamics; physiological models; systems analysis; cardiac output flow; cardiovascular dynamics estimation; clinical setting; linear models; patient care; pump function; real-time estimation; Blood; Cardiology; Circuit noise; Circulatory system; Electrical resistance measurement; Fluid flow measurement; Heart; Power system modeling; Pressure measurement; Switches; Animals; Aorta, Thoracic; Cardiography, Impedance; Diastole; Goats; Heart-Assist Devices; Humans; Least-Squares Analysis; Linear Models; Models, Cardiovascular; Myocardial Contraction; Pulsatile Flow; Systole;
Journal_Title :
Engineering in Medicine and Biology Magazine, IEEE