A CONSULTATION SYSTEM FOR INSULIN THERAPY

被引:22
作者
HOVORKA, R
SVACINA, S
CARSON, ER
WILLIAMS, CD
SONKSEN, PH
机构
[1] CHARLES UNIV,DEPT MED 3,HRADEC KRALOVE,CZECHOSLOVAKIA
[2] UNIV MED & DENT SCH GUYS & ST THOMAS HOSP,ST THOMASS HOSP,DEPT MED,LONDON,ENGLAND
基金
英国惠康基金;
关键词
Consultation system; Diabetes mellitus; Dynamic model; Insulin therapy; Learning system;
D O I
10.1016/0169-2607(90)90113-N
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
This paper describes a computer system to advice on insulin therapy for diabetic in-patients. A mathematical model was developed to describe the effect of insulin on blood glucose (BG) level. The system uses an adaptive approach to analyse the response to an applied insulin dosage. It learns the patient's individual parameters. All conventional injection and insulin pump regimens are supported. The individualised model is used to predict BG level of the proposed insulin dosage. The system uses a generate-reject strategy to output optimum insulin therapy in terms of optimum BG. The predictive capability of the system was tested and it is able to predict BG with a precision of 2.5 mmol/l after 3 days and 6 days of insulin pump treatment and conventional injection therapy, respectively. © 1990.
引用
收藏
页码:303 / 310
页数:8
相关论文
共 27 条
[1]  
ALBISSER AM, 1989, COMMUNICATION SEP
[2]  
BERGER M, 1986, DIABETES ANN, P69
[3]  
BINDER C, 1969, ACTA PHARMACOL TOX, VS 27, P1
[4]   INSULIN PHARMACOKINETICS [J].
BINDER, C ;
LAURITZEN, T ;
FABER, O ;
PRAMMING, S .
DIABETES CARE, 1984, 7 (02) :188-199
[5]   THE EVALUATION OF A POCKET COMPUTER AS AN AID TO INSULIN DOSE DETERMINATION BY PATIENTS [J].
CHANOCH, LH ;
JOVANOVIC, L ;
PETERSON, CM .
DIABETES CARE, 1985, 8 (02) :172-176
[6]  
CHAO SCE, 1989, DECISION SUPPORT PAT, P86
[7]   THE PRINCIPLES AND PROTOTYPING OF A KNOWLEDGE-BASED DIABETES MANAGEMENT-SYSTEM [J].
DEUTSCH, T ;
BOROUJERDI, MA ;
CARSON, ER ;
HARVEY, FE ;
SONKSEN, PH ;
TAMAS, G ;
WILLIAMS, CD .
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 1989, 29 (02) :75-88
[8]  
FIESCHI M, 1985, ARTIF INTELL, P83
[9]  
GOMEZAGUILERA EJ, 1987, 9TH P ANN C IEEE ENG, P1231
[10]  
HARVEY FE, 1986, OBJECTIVE MED DECISI, P166