Blood Glucose Reference Personalization for Subjects with Type 2 Diabetes

Mohamad Al Ahdab; Torben Knudsen; Jakob Stoustrup; John-Josef Leth

doi:10.1109/CCTA54093.2023.10252308

Blood Glucose Reference Personalization for Subjects with Type 2 Diabetes

Mohamad Al Ahdab^*, Torben Knudsen, Jakob Stoustrup, John-Josef Leth

^*Kontaktforfatter

Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

1 Citationer (Scopus)

36 Downloads (Pure)

Abstract

In this paper, we present two simple and novel methods for automatic personalization of target blood glucose concentration values for individuals with Type 2 Diabetes (T2D). The methods can be integrated with any insulin dosing algorithm, or used to provide an individualized reference BG concentration value for medical professionals to consider when determining long-acting insulin doses and other oral medications. The proposed methods were tested in three different simulation models, with different long-acting insulin dosing strategies, and were found to reduce instances of hypoglycemia.

Originalsprog	Engelsk
Titel	2023 IEEE Conference on Control Technology and Applications (CCTA)
Antal sider	8
Forlag	IEEE (Institute of Electrical and Electronics Engineers)
Publikationsdato	2023
Sider	526-533
Artikelnummer	10252308
ISBN (Trykt)	979-8-3503-3545-3
ISBN (Elektronisk)	979-8-3503-3544-6
DOI	https://doi.org/10.1109/CCTA54093.2023.10252308
Status	Udgivet - 2023
Begivenhed	2023 IEEE Conference on Control Technology and Applications, CCTA 2023 - Bridgetown, Barbados Varighed: 16 aug. 2023 → 18 aug. 2023

Konference

Konference	2023 IEEE Conference on Control Technology and Applications, CCTA 2023
Land/Område	Barbados
By	Bridgetown
Periode	16/08/2023 → 18/08/2023

Navn	IEEE Conference on Control Technology and Applications (CCTA) - Proceedings
ISSN	2768-0762

Bibliografisk note

Publisher Copyright:
© 2023 IEEE.

Adgang til dokumentet

10.1109/CCTA54093.2023.10252308

Accepted author manuscriptAccepteret manuskript, 947 KBLicens: CC BY 4.0

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Citationsformater

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title = "Blood Glucose Reference Personalization for Subjects with Type 2 Diabetes",

abstract = "In this paper, we present two simple and novel methods for automatic personalization of target blood glucose concentration values for individuals with Type 2 Diabetes (T2D). The methods can be integrated with any insulin dosing algorithm, or used to provide an individualized reference BG concentration value for medical professionals to consider when determining long-acting insulin doses and other oral medications. The proposed methods were tested in three different simulation models, with different long-acting insulin dosing strategies, and were found to reduce instances of hypoglycemia.",

author = "Ahdab, {Mohamad Al} and Torben Knudsen and Jakob Stoustrup and John-Josef Leth",

note = "Publisher Copyright: {\textcopyright} 2023 IEEE.; 2023 IEEE Conference on Control Technology and Applications, CCTA 2023 ; Conference date: 16-08-2023 Through 18-08-2023",

year = "2023",

doi = "10.1109/CCTA54093.2023.10252308",

language = "English",

isbn = "979-8-3503-3545-3",

series = "IEEE Conference on Control Technology and Applications (CCTA) - Proceedings",

publisher = "IEEE (Institute of Electrical and Electronics Engineers)",

pages = "526--533",

booktitle = "2023 IEEE Conference on Control Technology and Applications (CCTA)",

address = "United States",

}

Ahdab, MA , Knudsen, T , Stoustrup, J & Leth, J-J 2023, Blood Glucose Reference Personalization for Subjects with Type 2 Diabetes. i 2023 IEEE Conference on Control Technology and Applications (CCTA) ., 10252308, IEEE (Institute of Electrical and Electronics Engineers), IEEE Conference on Control Technology and Applications (CCTA) - Proceedings, s. 526-533, 2023 IEEE Conference on Control Technology and Applications, CCTA 2023, Bridgetown, Barbados, 16/08/2023. https://doi.org/10.1109/CCTA54093.2023.10252308

Blood Glucose Reference Personalization for Subjects with Type 2 Diabetes. / Ahdab, Mohamad Al ; Knudsen, Torben ; Stoustrup, Jakob et al.
2023 IEEE Conference on Control Technology and Applications (CCTA) . IEEE (Institute of Electrical and Electronics Engineers), 2023. s. 526-533 10252308 (IEEE Conference on Control Technology and Applications (CCTA) - Proceedings).

Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

TY - GEN

T1 - Blood Glucose Reference Personalization for Subjects with Type 2 Diabetes

AU - Ahdab, Mohamad Al

AU - Knudsen, Torben

AU - Stoustrup, Jakob

AU - Leth, John-Josef

PY - 2023

Y1 - 2023

N2 - In this paper, we present two simple and novel methods for automatic personalization of target blood glucose concentration values for individuals with Type 2 Diabetes (T2D). The methods can be integrated with any insulin dosing algorithm, or used to provide an individualized reference BG concentration value for medical professionals to consider when determining long-acting insulin doses and other oral medications. The proposed methods were tested in three different simulation models, with different long-acting insulin dosing strategies, and were found to reduce instances of hypoglycemia.

AB - In this paper, we present two simple and novel methods for automatic personalization of target blood glucose concentration values for individuals with Type 2 Diabetes (T2D). The methods can be integrated with any insulin dosing algorithm, or used to provide an individualized reference BG concentration value for medical professionals to consider when determining long-acting insulin doses and other oral medications. The proposed methods were tested in three different simulation models, with different long-acting insulin dosing strategies, and were found to reduce instances of hypoglycemia.

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U2 - 10.1109/CCTA54093.2023.10252308

DO - 10.1109/CCTA54093.2023.10252308

M3 - Article in proceeding

AN - SCOPUS:85173858843

SN - 979-8-3503-3545-3

T3 - IEEE Conference on Control Technology and Applications (CCTA) - Proceedings

SP - 526

EP - 533

BT - 2023 IEEE Conference on Control Technology and Applications (CCTA)

PB - IEEE (Institute of Electrical and Electronics Engineers)

T2 - 2023 IEEE Conference on Control Technology and Applications, CCTA 2023

Y2 - 16 August 2023 through 18 August 2023

ER -

Ahdab MA , Knudsen T , Stoustrup J , Leth JJ. Blood Glucose Reference Personalization for Subjects with Type 2 Diabetes. I 2023 IEEE Conference on Control Technology and Applications (CCTA) . IEEE (Institute of Electrical and Electronics Engineers). 2023. s. 526-533. 10252308. (IEEE Conference on Control Technology and Applications (CCTA) - Proceedings). doi: 10.1109/CCTA54093.2023.10252308

Blood Glucose Reference Personalization for Subjects with Type 2 Diabetes

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