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A Long-term Model of the Glucose-Insulin Dynamics of Type 1 Diabetes

Abstract : A new glucose-insulin model is introduced which fits with the clinical data from in- and outpatients for two days. Its stability propertiy is consistent with the glycemia behavior for type 1 diabetes. This is in contrast to traditional glucose-insulin models. Prior models fits with clinical data for a few hours only or display some non-natural equilibria. The parameters of this new model are identifiable from standard clinical data as continuous glucose monitoring, insulin injection and carbohydrate estimate. Moreover, it is shown that the parameters from the model allow the computation of the standard tools used in functional insulin therapy as the basal rate of insulin and the insulin sensitivity factor. This is a major outcome as they are required in therapeutic education of type 1 diabetic patient.
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Contributor : Nicolas Magdelaine Connect in order to contact the contributor
Submitted on : Tuesday, January 13, 2015 - 6:47:23 PM
Last modification on : Wednesday, April 27, 2022 - 4:44:40 AM



Nicolas Magdelaine, Lucy Chaillous, Isabelle Guilhem, Jean-Yves Poirier, Michel Krempf, et al.. A Long-term Model of the Glucose-Insulin Dynamics of Type 1 Diabetes. IEEE Transactions on Biomedical Engineering, Institute of Electrical and Electronics Engineers, 2015, 62 (6), pp.1546-1552. ⟨10.1109/TBME.2015.2394239⟩. ⟨hal-01103022⟩



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