Multiple-drug hemodynamic control using fuzzy decision theory

被引:25
作者
Huang, JW [1 ]
Roy, RJ [1 ]
机构
[1] Rensselaer Polytech Inst, Dept Biomed Engn, Troy, NY 12180 USA
基金
美国国家科学基金会;
关键词
cardiac index; hemodynamic control; multiple drug infusion; nonlinear circulatory model; pulmonary vascular resistance; systemic vascular resistance;
D O I
10.1109/10.661269
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
A fuzzy-logic-based, automated drug-delivery system has been developed and validated on a nonlinear canine circulatory model for managing hemodynamic states, This controller features: 1) a fuzzy decision analysis 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 output, 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 and 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 pharmacological agents.
引用
收藏
页码:213 / 228
页数:16
相关论文
共 13 条
[1]   MULTIPLE-DRUG HEMODYNAMIC CONTROL BY MEANS OF A SUPERVISORY-FUZZY RULE-BASED ADAPTIVE-CONTROL SYSTEM - VALIDATION ON A MODEL [J].
HELD, CM ;
ROY, RJ .
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 1995, 42 (04) :371-385
[2]   VASODILATOR THERAPY AFTER CARDIAC-SURGERY - A REVIEW OF THE EFFICACY AND TOXICITY OF NITROGLYCERIN AND NITROPRUSSIDE [J].
KAPLAN, JA ;
FINLAYSON, DC ;
WOODWARD, S .
CANADIAN ANAESTHETISTS SOCIETY JOURNAL, 1980, 27 (03) :254-259
[3]   MODEL-REFERENCE ADAPTIVE-CONTROL OF DRUG INFUSION RATE [J].
KAUFMAN, H ;
ROY, R ;
XU, X .
AUTOMATICA, 1984, 20 (02) :205-209
[4]   AUTOMATIC-CONTROL OF BLOOD PRESSURES WITH MULTIPLE-DRUG INPUTS [J].
MCINNIS, BC ;
DENG, LZ .
ANNALS OF BIOMEDICAL ENGINEERING, 1985, 13 (3-4) :217-225
[5]  
MELINE LJ, 1985, ANESTH ANALG, V64, P38
[6]   CYANIDE RELEASE FROM SODIUM NITROPRUSSIDE IN DOG [J].
MICHENFELDER, JD .
ANESTHESIOLOGY, 1977, 46 (03) :196-201
[7]  
TAZAKI E, 1988, P IEEE INT C SMC
[8]   ADAPTIVE MULTIVARIABLE DRUG DELIVERY - CONTROL OF ARTERIAL-PRESSURE AND CARDIAC-OUTPUT IN ANESTHETIZED DOGS [J].
VOSS, GI ;
KATONA, PG ;
CHIZECK, HJ .
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 1987, 34 (08) :617-623
[9]  
YING H, 1990, MED PROG TECHNOL, V16, P69
[10]  
YU C, 1990, MED PROG TECHNOL, V16, P77