Title : 
Model of the glucose-insulin system of type-1 diabetics and optimization-based bolus calculation
         
        
            Author : 
Utz, Tilman ; Braun, Martin ; Graichen, Knut ; Freckmann, Guido
         
        
            Author_Institution : 
Inst. of Meas., Control, & Microtechnol., Ulm Univ., Ulm, Germany
         
        
        
        
        
        
            Abstract : 
In this contribution, a mathematical model of the glucose-insulin system in the case of type-1 diabetes is presented. This model and is subsequently used to determine an optimal so-called bolus dosage adapted to the diabetic patient´s future behaviour. This model on the one hand is chosen with a level of detail comprising the major part of daily situations. On the other hand, it is still relatively easy to parametrize in order to be usable within a so-called bolus calculator. The validity of the model is shown using real patient measurement data and the bolus optimization is carried out in a simulation environment.
         
        
            Keywords : 
diseases; sugar; bolus calculator; bolus dosage; glucose-insulin system; optimization-based bolus calculation; real patient measurement data; type-1 diabetics; Adaptation models; Blood; Diabetes; Insulin; Mathematical model; Optimization; Sugar;
         
        
        
        
            Conference_Titel : 
Control (CONTROL), 2014 UKACC International Conference on
         
        
            Conference_Location : 
Loughborough
         
        
        
            DOI : 
10.1109/CONTROL.2014.6915204