Glucose-Insulin System based on Minimal Model: a Realistic Approach

被引:10
作者
Gonzalez, Adriana Aguilera [1 ]
Voos, Holger [1 ]
Darouach, Mohamed [2 ]
机构
[1] Univ Luxembourg, Interdisciplinary Ctr Secur Reliabil & Trust SnT, L-1359 Luxembourg, Luxembourg
[2] Univ Lorraine, IUT Longwy, CNRS, UMR 7039,CRAN, F-54400 Cosnes Et Romain, France
来源
2015 17TH UKSIM-AMSS INTERNATIONAL CONFERENCE ON COMPUTER MODELLING AND SIMULATION (UKSIM) | 2015年
关键词
glucose-insulin system; diabetes type 1; minimal model augmented; TOLERANCE; DYNAMICS; SENSITIVITY; ALGORITHM; PLASMA;
D O I
10.1109/UKSim.2015.65
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
This paper presents a new approach to represent the glucose and insulin levels on patients with diabetes type 1 based on the well-known minimal model. In this work a new mathematical model is proposed which attempts modeling properly the malfunction of the pancreas. The model takes into account both: the description of the glucose level in the subcutaneous layer and a meal disturbance term. Further, also has an additional term that represents the insulin in a more realistic approach. In silico simulations are used for first evaluations of the proposed model effectiveness, considering variations on quantity of meals and of insulin supplied.
引用
收藏
页码:55 / 60
页数:6
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