Glycemia regulation algorithms which are designed to be implemented in several artificial pancreas projects are often model based control algorithms. However, actual diabetes monitoring is based throughout the world on the so-called Flexible Insulin Therapy (FIT) which does not always cope with current mathematical models. In this paper, we initiate an identification methodology of those FIT parameters from some standard ambulatory clinical data. This issue has an interest per se, or for a further use in any closed-loop regulation system.

Practical identification of a glucose-insulin dynamics model / Scharbarg, Emeric; Califano, Claudia; Le Carpentier, Eric; Moog, Claude H.. - 53:2(2020), pp. 16069-16074. (Intervento presentato al convegno 21st IFAC WORLD CONGRESS tenutosi a Berlin; Germany) [10.1016/j.ifacol.2020.12.423].

Practical identification of a glucose-insulin dynamics model

Claudia Califano;
2020

Abstract

Glycemia regulation algorithms which are designed to be implemented in several artificial pancreas projects are often model based control algorithms. However, actual diabetes monitoring is based throughout the world on the so-called Flexible Insulin Therapy (FIT) which does not always cope with current mathematical models. In this paper, we initiate an identification methodology of those FIT parameters from some standard ambulatory clinical data. This issue has an interest per se, or for a further use in any closed-loop regulation system.
2020
21st IFAC WORLD CONGRESS
Type 1 diabetes; Flexible insulin therapy; Glycemia regulation; Positive systems; Identification;
04 Pubblicazione in atti di convegno::04b Atto di convegno in volume
Practical identification of a glucose-insulin dynamics model / Scharbarg, Emeric; Califano, Claudia; Le Carpentier, Eric; Moog, Claude H.. - 53:2(2020), pp. 16069-16074. (Intervento presentato al convegno 21st IFAC WORLD CONGRESS tenutosi a Berlin; Germany) [10.1016/j.ifacol.2020.12.423].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/1416587
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