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

Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

1 Cita (Scopus)

Resumen

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.

Idioma original	Inglés
Título de la publicación alojada	ETCM 2021 - 5th Ecuador Technical Chapters Meeting
Editores	Monica Karel Huerta, Sebastian Quevedo, Carlos Monsalve
Editorial	Institute of Electrical and Electronics Engineers Inc.
ISBN (versión digital)	9781665441414
DOI	https://doi.org/10.1109/ETCM53643.2021.9590773
Estado	Publicada - 12 oct. 2021
Evento	5th IEEE Ecuador Technical Chapters Meeting, ETCM 2021 - Cuenca, Ecuador Duración: 12 oct. 2021 → 15 oct. 2021

Serie de la publicación

Nombre	ETCM 2021 - 5th Ecuador Technical Chapters Meeting

Conferencia

Conferencia	5th IEEE Ecuador Technical Chapters Meeting, ETCM 2021
País/Territorio	Ecuador
Ciudad	Cuenca
Período	12/10/21 → 15/10/21

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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. En 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",

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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. En 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).

Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

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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

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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. En Huerta MK, Quevedo S, Monsalve C, editores, 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

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