Simulation and Comparison of Glucose-insulin Models for Type 1 Diabetes Virtual Patient

Geovanny Satama-Bermeo, Karol Quilachamín, Álvaro Torres, Malena Loza, Alberto Sánchez

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

1 Scopus citations

Abstract

This paper presents the development of a simulation tool using MATLAB for the Bergman, Hovorka and Cobelli mathematical models for the glucose-insulin interaction with the aim to analyze their responses in managing Type 1 Diabetes Mellitus. PID controllers for each model were implemented to regulate normoglucemia levels using exogenous insulin. Each model was tested for different scenarios in terms of carbohydrates grams and patient weight. The tool implements a GUI which allows for analysis of the different responses of each model and their comparison.

Original languageEnglish
Title of host publicationETCM 2021 - 5th Ecuador Technical Chapters Meeting
EditorsMonica Karel Huerta, Sebastian Quevedo, Carlos Monsalve
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9781665441414
DOIs
StatePublished - 12 Oct 2021
Event5th IEEE Ecuador Technical Chapters Meeting, ETCM 2021 - Cuenca, Ecuador
Duration: 12 Oct 202115 Oct 2021

Publication series

NameETCM 2021 - 5th Ecuador Technical Chapters Meeting

Conference

Conference5th IEEE Ecuador Technical Chapters Meeting, ETCM 2021
Country/TerritoryEcuador
CityCuenca
Period12/10/2115/10/21

Keywords

  • Diabetes
  • glucose
  • insulin
  • mathematical model
  • virtual patient

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