MULTIPLE-DRUG HEMODYNAMIC CONTROL USING FUZZY DECISION-THEORY

Authors
Citation
Jw. Huang et Rj. Roy, MULTIPLE-DRUG HEMODYNAMIC CONTROL USING FUZZY DECISION-THEORY, IEEE transactions on biomedical engineering, 45(2), 1998, pp. 213-228
Citations number
13
Categorie Soggetti
Engineering, Biomedical
ISSN journal
00189294
Volume
45
Issue
2
Year of publication
1998
Pages
213 - 228
Database
ISI
SICI code
0018-9294(1998)45:2<213:MHCUFD>2.0.ZU;2-X
Abstract
A fuzzy-logic-based, automated drug-delivery system has been developed and validated on a nonlinear canine circulatory model for managing he modynamic states, This controller features: 1) a fuzzy decision analys is module for patient status determination by assessing cardiac index, systemic vascular resistance index, and pulmonary vascular resistance index and 2) a fuzzy hemodynamic management module utilizing dopamine , phenylephrine, nitroprusside, and nitroglycerin for regulating mean arterial pressure, mean pulmonary arterial pressure, and cardiac outpu t, A rule-based drug delivery scheduling program has been devised and incorporated to execute the therapeutic strategy as recommended by the decision analysis module, Compared to the existing controllers, this system is able to achieve a faster response time with a more secured a nd effective regulation, The simulation results have demonstrated the feasibility of the decision analysis process for automated management of the arterial and venous circulation with an expanded arsenal of pha rmacological agents.