A Modular Open-Source Framework for In-Browser Diabetes Simulation

Heiko Peuscher; Tim Schrills; Manuel Eichenlaub; John Bagterp Jørgensen

doi:10.1016/j.ifacol.2024.11.055

A Modular Open-Source Framework for In-Browser Diabetes Simulation

Heiko Peuscher, Tim Schrills, Manuel Eichenlaub, John Bagterp Jørgensen

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Abstract

This paper presents LT1, a novel open source framework for closed-loop or open-loop diabetes simulation. The software is written in JavaScript/TypeScript and can be used to create tools that run in any modern web browser. We provide details on the requirements, architecture, implementation, and features of the new simulator, including controller algorithms, implemented models of patient physiology and sensor dynamics. A new model of an insulin infusion pump is then introduced. Finally, we illustrate the use of LT1 at the hand of several applications.

Original language	English
Book series	IFAC-PapersOnLine
Volume	58
Issue number	24
Pages (from-to)	309-314
ISSN	2405-8963
DOIs	https://doi.org/10.1016/j.ifacol.2024.11.055
Publication status	Published - 2024
Event	12th IFAC Symposium on Biological and Medical Systems - Villingen-Schwenningen, Germany Duration: 11 Sept 2024 → 13 Sept 2024

Conference

Conference	12th IFAC Symposium on Biological and Medical Systems
Country/Territory	Germany
City	Villingen-Schwenningen
Period	11/09/2024 → 13/09/2024

Keywords

Diabetes mellitus
Automated insulin delivery
Open-source
Simulation

UN SDGs

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

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10.1016/j.ifacol.2024.11.055Licence: CC BY-NC-ND

FulltextFinal published version, 785 KBLicence: CC BY-NC-ND

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title = "A Modular Open-Source Framework for In-Browser Diabetes Simulation",

abstract = "This paper presents LT1, a novel open source framework for closed-loop or open-loop diabetes simulation. The software is written in JavaScript/TypeScript and can be used to create tools that run in any modern web browser. We provide details on the requirements, architecture, implementation, and features of the new simulator, including controller algorithms, implemented models of patient physiology and sensor dynamics. A new model of an insulin infusion pump is then introduced. Finally, we illustrate the use of LT1 at the hand of several applications.",

keywords = "Diabetes mellitus, Automated insulin delivery, Open-source, Simulation",

author = "Heiko Peuscher and Tim Schrills and Manuel Eichenlaub and J{\o}rgensen, \{John Bagterp\}",

year = "2024",

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language = "English",

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pages = "309--314",

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AU - Eichenlaub, Manuel

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Y1 - 2024

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AB - This paper presents LT1, a novel open source framework for closed-loop or open-loop diabetes simulation. The software is written in JavaScript/TypeScript and can be used to create tools that run in any modern web browser. We provide details on the requirements, architecture, implementation, and features of the new simulator, including controller algorithms, implemented models of patient physiology and sensor dynamics. A new model of an insulin infusion pump is then introduced. Finally, we illustrate the use of LT1 at the hand of several applications.

KW - Diabetes mellitus

KW - Automated insulin delivery

KW - Open-source

KW - Simulation

U2 - 10.1016/j.ifacol.2024.11.055

DO - 10.1016/j.ifacol.2024.11.055

M3 - Conference article

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VL - 58

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JF - IFAC-PapersOnLine

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ER -

A Modular Open-Source Framework for In-Browser Diabetes Simulation

Abstract

Conference

Keywords

UN SDGs

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