학술논문

Modelling glycaemia of diabetics : An application
Document Type
Conference
Source
2008 8th IEEE International Conference on BioInformatics and BioEngineering BioInformatics and BioEngineering, 2008. BIBE 2008. 8th IEEE International Conference on. :1-3 Oct, 2008
Subject
Bioengineering
Computing and Processing
Diabetes
Insulin
Mathematical model
Computer science
Fuzzy systems
Mathematics
Sugar
Optimization methods
Blood
Convergence
Language
Abstract
We present and study, in this paper, a Tagaki-Sugeno(TS) fuzzy model that consists in a family of linear models mixed together with nonlinear membership functions. We apply this method to the problem of treatment of diabetics. Taking the insulin infusion rate as the input and the blood glucose rate as the output, we consider the patient as a black box [12], [11], whose model has to be obtained from the available measures of inputs-outputs. We dispose of a glycaemia file automatically produced for every person, and an insulin file shared by several persons.