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

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

doi:10.1109/ETCM53643.2021.9590773

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

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

Ingeniería Electrónica y Automatización

Universidad San Francisco de Quito

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-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 language	English
Title of host publication	ETCM 2021 - 5th Ecuador Technical Chapters Meeting
Editors	Monica Karel Huerta, Sebastian Quevedo, Carlos Monsalve
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9781665441414
DOIs	https://doi.org/10.1109/ETCM53643.2021.9590773
State	Published - 12 Oct 2021
Event	5th IEEE Ecuador Technical Chapters Meeting, ETCM 2021 - Cuenca, Ecuador Duration: 12 Oct 2021 → 15 Oct 2021

Publication series

Name	ETCM 2021 - 5th Ecuador Technical Chapters Meeting

Conference

Conference	5th IEEE Ecuador Technical Chapters Meeting, ETCM 2021
Country/Territory	Ecuador
City	Cuenca
Period	12/10/21 → 15/10/21

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 3 Good Health and Well-being

Keywords

Diabetes
glucose
insulin
mathematical model
virtual patient

Access to Document

10.1109/ETCM53643.2021.9590773

Cite this

Satama-Bermeo, G., Quilachamín, K., Torres, Á., Loza, M., & Sánchez, A. (2021). Simulation and Comparison of Glucose-insulin Models for Type 1 Diabetes Virtual Patient. In M. K. Huerta, S. Quevedo, & C. Monsalve (Eds.), ETCM 2021 - 5th Ecuador Technical Chapters Meeting (ETCM 2021 - 5th Ecuador Technical Chapters Meeting). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ETCM53643.2021.9590773

Satama-Bermeo, Geovanny ; Quilachamín, Karol ; Torres, Álvaro et al. / Simulation and Comparison of Glucose-insulin Models for Type 1 Diabetes Virtual Patient. ETCM 2021 - 5th Ecuador Technical Chapters Meeting. editor / Monica Karel Huerta ; Sebastian Quevedo ; Carlos Monsalve. Institute of Electrical and Electronics Engineers Inc., 2021. (ETCM 2021 - 5th Ecuador Technical Chapters Meeting).

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title = "Simulation and Comparison of Glucose-insulin Models for Type 1 Diabetes Virtual Patient",

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.",

keywords = "Diabetes, glucose, insulin, mathematical model, virtual patient",

author = "Geovanny Satama-Bermeo and Karol Quilacham{\'i}n and {\'A}lvaro Torres and Malena Loza and Alberto S{\'a}nchez",

note = "Publisher Copyright: {\textcopyright} 2021 IEEE.; 5th IEEE Ecuador Technical Chapters Meeting, ETCM 2021 ; Conference date: 12-10-2021 Through 15-10-2021",

year = "2021",

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doi = "10.1109/ETCM53643.2021.9590773",

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}

Satama-Bermeo, G, Quilachamín, K, Torres, Á, Loza, M & Sánchez, A 2021, Simulation and Comparison of Glucose-insulin Models for Type 1 Diabetes Virtual Patient. in MK Huerta, S Quevedo & C Monsalve (eds), ETCM 2021 - 5th Ecuador Technical Chapters Meeting. ETCM 2021 - 5th Ecuador Technical Chapters Meeting, Institute of Electrical and Electronics Engineers Inc., 5th IEEE Ecuador Technical Chapters Meeting, ETCM 2021, Cuenca, Ecuador, 12/10/21. https://doi.org/10.1109/ETCM53643.2021.9590773

Simulation and Comparison of Glucose-insulin Models for Type 1 Diabetes Virtual Patient. / Satama-Bermeo, Geovanny; Quilachamín, Karol; Torres, Álvaro et al.
ETCM 2021 - 5th Ecuador Technical Chapters Meeting. ed. / Monica Karel Huerta; Sebastian Quevedo; Carlos Monsalve. Institute of Electrical and Electronics Engineers Inc., 2021. (ETCM 2021 - 5th Ecuador Technical Chapters Meeting).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Simulation and Comparison of Glucose-insulin Models for Type 1 Diabetes Virtual Patient

AU - Satama-Bermeo, Geovanny

AU - Quilachamín, Karol

AU - Torres, Álvaro

AU - Loza, Malena

AU - Sánchez, Alberto

PY - 2021/10/12

Y1 - 2021/10/12

N2 - 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.

AB - 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.

KW - Diabetes

KW - glucose

KW - insulin

KW - mathematical model

KW - virtual patient

UR - https://www.scopus.com/pages/publications/85119417580

U2 - 10.1109/ETCM53643.2021.9590773

DO - 10.1109/ETCM53643.2021.9590773

M3 - Contribución a la conferencia

AN - SCOPUS:85119417580

T3 - ETCM 2021 - 5th Ecuador Technical Chapters Meeting

BT - ETCM 2021 - 5th Ecuador Technical Chapters Meeting

A2 - Huerta, Monica Karel

A2 - Quevedo, Sebastian

A2 - Monsalve, Carlos

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 5th IEEE Ecuador Technical Chapters Meeting, ETCM 2021

Y2 - 12 October 2021 through 15 October 2021

ER -

Satama-Bermeo G, Quilachamín K, Torres Á, Loza M, Sánchez A. Simulation and Comparison of Glucose-insulin Models for Type 1 Diabetes Virtual Patient. In Huerta MK, Quevedo S, Monsalve C, editors, ETCM 2021 - 5th Ecuador Technical Chapters Meeting. Institute of Electrical and Electronics Engineers Inc. 2021. (ETCM 2021 - 5th Ecuador Technical Chapters Meeting). doi: 10.1109/ETCM53643.2021.9590773

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

Abstract

Publication series

Conference

UN SDGs

Keywords

Access to Document

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