DocumentCode
3305310
Title
Hemodynamic regulation using fuzzy logic
Author
Sprunk, Nicole ; Mendoza G, A. ; Knoll, Aaron ; Schreiber, Ulrich ; Eichhorn, S. ; Horer, J. ; Bauernschmitt, Robert
Author_Institution
Dept. of Inf., Tech. Univ. Munchen, Munich, Germany
Volume
1
fYear
2011
fDate
26-28 July 2011
Firstpage
515
Lastpage
519
Abstract
After cardiac surgery patients often show a cardiovascular instability, which has to be managed by infusing different vasoactive drugs. This work proposes a closed-loop system to automatically react upon changes in the patients state and trigger infusion of indicated drugs. As input signals mean arterial pressure, cardiac output, central venous pressure and systemic vascular resistance were chosen. The vasoactive drugs used are isosorbide dinitrate, norepinephrine, dopamine and additionally hydroxyethyl starch. The controller itself is designed as a controller system with four internal fuzzy controllers, one for each medication dosage to be calculated. The proposed controller is tested with a simulation environment. The environment is able to simulate a canine cardiovascular system and reactions to different medications. The controller is evaluated for three different diseases, for congestive heart failure, hypotension and hypertension. The fuzzy controller system is able to react adequately in all these test cases in the simulation and regulates the hemodynamic signals back within a range of the desired target values.
Keywords
cardiology; closed loop systems; control system synthesis; fuzzy control; haemodynamics; medical control systems; medical signal processing; stability; canine cardiovascular system; cardiac output; cardiac surgery; cardiovascular instability; central venous pressure; closed-loop system; congestive heart failure; controller system; dopamine; fuzzy logic; hemodynamic regulation; hemodynamic signal analysis; hydroxyethyl starch; hypertension; hypotension; input signals mean arterial pressure; internal fuzzy controllers; isosorbide dinitrate; medication dosage; norepinephrine; systemic vascular resistance; vasoactive drugs; Drugs; Heart; Hemodynamics; Hypertension; ISDN; Mathematical model;
fLanguage
English
Publisher
ieee
Conference_Titel
Fuzzy Systems and Knowledge Discovery (FSKD), 2011 Eighth International Conference on
Conference_Location
Shanghai
Print_ISBN
978-1-61284-180-9
Type
conf
DOI
10.1109/FSKD.2011.6019570
Filename
6019570
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