An adaptive bolus calculator to minimize the impact of inaccurate insulin to carbohydrate ratio

Detalhes bibliográficos
Autor(a) principal: Miranda, Francisco
Data de Publicação: 2020
Outros Autores: Abreu, Carlos, Felgueiras, Paula
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10773/29941
Resumo: Patients with type 1 diabetes mellitus use intensive insulin therapy to suppress their insulin needs and avoid the adverse consequences of chronic hyperglycemia. Intensive insulin therapy consists of a combination of basal insulin and bolus insulin. While the basal insulin dose is periodically adjusted in collaboration with the healthcare team, patients have to estimate the bolus insulin dose by themselves, before each meal. To accurately estimate the bolus insulin dose, patients must know the carbohydrates content of each meal and their insulin to carbohydrate ratio. The insulin to carbohydrate ratio is initially calculated by experienced diabetologists using high-quality data. However, regarding the glucose complex metabolism, it varies over the day due to several factors. Consequently, daily, patients use approximate values to estimate their bolus insulin. Thus, depending on the error of the insulin to carbohydrate ratio estimates, the patient could experience hypo or hyperglycemic events. Therefore, to avoid the consequences of inaccurate bolus insulin and to improve the patient's glycemic control, this work presents an adaptive insulin bolus calculator that uses the patient's glycemic data to dynamically adjust the mealtime bolus and compensate for the adverse effects of inaccurate insulin to carbohydrate ratio estimates.
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spelling An adaptive bolus calculator to minimize the impact of inaccurate insulin to carbohydrate ratioPatients with type 1 diabetes mellitus use intensive insulin therapy to suppress their insulin needs and avoid the adverse consequences of chronic hyperglycemia. Intensive insulin therapy consists of a combination of basal insulin and bolus insulin. While the basal insulin dose is periodically adjusted in collaboration with the healthcare team, patients have to estimate the bolus insulin dose by themselves, before each meal. To accurately estimate the bolus insulin dose, patients must know the carbohydrates content of each meal and their insulin to carbohydrate ratio. The insulin to carbohydrate ratio is initially calculated by experienced diabetologists using high-quality data. However, regarding the glucose complex metabolism, it varies over the day due to several factors. Consequently, daily, patients use approximate values to estimate their bolus insulin. Thus, depending on the error of the insulin to carbohydrate ratio estimates, the patient could experience hypo or hyperglycemic events. Therefore, to avoid the consequences of inaccurate bolus insulin and to improve the patient's glycemic control, this work presents an adaptive insulin bolus calculator that uses the patient's glycemic data to dynamically adjust the mealtime bolus and compensate for the adverse effects of inaccurate insulin to carbohydrate ratio estimates.AIP Publishing2021-11-25T00:00:00Z2020-11-24T00:00:00Z2020-11-24info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10773/29941eng0094-243X10.1063/5.0026578Miranda, FranciscoAbreu, CarlosFelgueiras, Paulainfo:eu-repo/semantics/embargoedAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2024-02-22T11:57:54Zoai:ria.ua.pt:10773/29941Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T03:02:10.675075Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv An adaptive bolus calculator to minimize the impact of inaccurate insulin to carbohydrate ratio
title An adaptive bolus calculator to minimize the impact of inaccurate insulin to carbohydrate ratio
spellingShingle An adaptive bolus calculator to minimize the impact of inaccurate insulin to carbohydrate ratio
Miranda, Francisco
title_short An adaptive bolus calculator to minimize the impact of inaccurate insulin to carbohydrate ratio
title_full An adaptive bolus calculator to minimize the impact of inaccurate insulin to carbohydrate ratio
title_fullStr An adaptive bolus calculator to minimize the impact of inaccurate insulin to carbohydrate ratio
title_full_unstemmed An adaptive bolus calculator to minimize the impact of inaccurate insulin to carbohydrate ratio
title_sort An adaptive bolus calculator to minimize the impact of inaccurate insulin to carbohydrate ratio
author Miranda, Francisco
author_facet Miranda, Francisco
Abreu, Carlos
Felgueiras, Paula
author_role author
author2 Abreu, Carlos
Felgueiras, Paula
author2_role author
author
dc.contributor.author.fl_str_mv Miranda, Francisco
Abreu, Carlos
Felgueiras, Paula
description Patients with type 1 diabetes mellitus use intensive insulin therapy to suppress their insulin needs and avoid the adverse consequences of chronic hyperglycemia. Intensive insulin therapy consists of a combination of basal insulin and bolus insulin. While the basal insulin dose is periodically adjusted in collaboration with the healthcare team, patients have to estimate the bolus insulin dose by themselves, before each meal. To accurately estimate the bolus insulin dose, patients must know the carbohydrates content of each meal and their insulin to carbohydrate ratio. The insulin to carbohydrate ratio is initially calculated by experienced diabetologists using high-quality data. However, regarding the glucose complex metabolism, it varies over the day due to several factors. Consequently, daily, patients use approximate values to estimate their bolus insulin. Thus, depending on the error of the insulin to carbohydrate ratio estimates, the patient could experience hypo or hyperglycemic events. Therefore, to avoid the consequences of inaccurate bolus insulin and to improve the patient's glycemic control, this work presents an adaptive insulin bolus calculator that uses the patient's glycemic data to dynamically adjust the mealtime bolus and compensate for the adverse effects of inaccurate insulin to carbohydrate ratio estimates.
publishDate 2020
dc.date.none.fl_str_mv 2020-11-24T00:00:00Z
2020-11-24
2021-11-25T00:00:00Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
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dc.identifier.uri.fl_str_mv http://hdl.handle.net/10773/29941
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dc.language.iso.fl_str_mv eng
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10.1063/5.0026578
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dc.publisher.none.fl_str_mv AIP Publishing
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