A review of personalized blood glucose prediction strategies for T1DM patients

This paper presents a methodological review of models for predicting blood glucose (BG) concentration, risks and BG events. The surveyed models are classified into three categories, and they are presented in summary tables containing the most relevant data regarding the experimental setup for fittin...

ver descrição completa

Detalhes bibliográficos
Autores: Oviedo Castillo, Silvia, Vehí, Josep, Calm i Puig, Remei, Armengol Llobet, Joaquim
Tipo de documento: artigo
Estado:Versão publicada
Data de publicação:2017
País:España
Recursos:Varias* (Consorci de Biblioteques Universitáries de Catalunya, Centre de Serveis Científics i Acadèmics de Catalunya)
Repositório:Recercat. Dipósit de la Recerca de Catalunya
OAI Identifier:oai:recercat.cat:10256/13497
Acesso em linha:http://hdl.handle.net/10256/13497
Access Level:Acesso embargado
Palavra-chave:Glucèmia
Blood sugar
Artificial pancreas
Pàncrees artificial
Control automàtic
Automatic control
id ES_5237dca0631e2ad6e2d4850fb2e20da0
oai_identifier_str oai:recercat.cat:10256/13497
network_acronym_str ES
network_name_str España
repository_id_str
spelling A review of personalized blood glucose prediction strategies for T1DM patientsOviedo Castillo, SilviaVehí, JosepCalm i Puig, RemeiArmengol Llobet, JoaquimGlucèmiaBlood sugarArtificial pancreasPàncrees artificialControl automàticAutomatic controlThis paper presents a methodological review of models for predicting blood glucose (BG) concentration, risks and BG events. The surveyed models are classified into three categories, and they are presented in summary tables containing the most relevant data regarding the experimental setup for fitting and testing each model as well as the input signals and the performance metrics. Each category exhibits trends that are presented and discussed. This document aims to be a compact guide to determine the modeling options that are currently being exploited for personalized BG predictionThis work has been funded by the Spanish Government through the predoctoral contract ES‐2014‐068289 within the project ‘New methods for efficiency and safety of home artificial pancreas in type I diabetes’ with reference number DPI2013‐46982‐C2‐2‐RWileyMinisterio de Economía y Competitividad (Espanya)info2017info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttp://hdl.handle.net/10256/13497http://hdl.handle.net/10256/13497© International Journal for Numerical Methods in Biomedical Engineering, 2017, vol. 33, núm. 6, p. e2833Articles publicats (D-EEEiA)reponame:Recercat. Dipósit de la Recerca de Catalunyainstname:Varias* (Consorci de Biblioteques Universitáries de Catalunya, Centre de Serveis Científics i Acadèmics de Catalunya)Inglésinfo:eu-repo/semantics/altIdentifier/doi/10.1002/cnm.2833info:eu-repo/semantics/altIdentifier/issn/2040-7939info:eu-repo/semantics/altIdentifier/eissn/2040-7947DPI2013‐46982‐C2‐2‐Rinfo:eu-repo/grantAgreement/MINECO//DPI2013-46982-C2-2-RTots els drets reservatsinfo:eu-repo/semantics/embargoedAccessoai:recercat.cat:10256/134972026-05-29T05:05:01Z
dc.title.none.fl_str_mv A review of personalized blood glucose prediction strategies for T1DM patients
title A review of personalized blood glucose prediction strategies for T1DM patients
spellingShingle A review of personalized blood glucose prediction strategies for T1DM patients
Oviedo Castillo, Silvia
Glucèmia
Blood sugar
Artificial pancreas
Pàncrees artificial
Control automàtic
Automatic control
title_short A review of personalized blood glucose prediction strategies for T1DM patients
title_full A review of personalized blood glucose prediction strategies for T1DM patients
title_fullStr A review of personalized blood glucose prediction strategies for T1DM patients
title_full_unstemmed A review of personalized blood glucose prediction strategies for T1DM patients
title_sort A review of personalized blood glucose prediction strategies for T1DM patients
dc.creator.none.fl_str_mv Oviedo Castillo, Silvia
Vehí, Josep
Calm i Puig, Remei
Armengol Llobet, Joaquim
author Oviedo Castillo, Silvia
author_facet Oviedo Castillo, Silvia
Vehí, Josep
Calm i Puig, Remei
Armengol Llobet, Joaquim
author_role author
author2 Vehí, Josep
Calm i Puig, Remei
Armengol Llobet, Joaquim
author2_role author
author
author
dc.contributor.none.fl_str_mv Ministerio de Economía y Competitividad (Espanya)
dc.subject.none.fl_str_mv Glucèmia
Blood sugar
Artificial pancreas
Pàncrees artificial
Control automàtic
Automatic control
topic Glucèmia
Blood sugar
Artificial pancreas
Pàncrees artificial
Control automàtic
Automatic control
description This paper presents a methodological review of models for predicting blood glucose (BG) concentration, risks and BG events. The surveyed models are classified into three categories, and they are presented in summary tables containing the most relevant data regarding the experimental setup for fitting and testing each model as well as the input signals and the performance metrics. Each category exhibits trends that are presented and discussed. This document aims to be a compact guide to determine the modeling options that are currently being exploited for personalized BG prediction
publishDate 2017
dc.date.none.fl_str_mv 2017
info
dc.type.none.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.none.fl_str_mv http://hdl.handle.net/10256/13497
http://hdl.handle.net/10256/13497
url http://hdl.handle.net/10256/13497
dc.language.none.fl_str_mv Inglés
language_invalid_str_mv Inglés
dc.relation.none.fl_str_mv info:eu-repo/semantics/altIdentifier/doi/10.1002/cnm.2833
info:eu-repo/semantics/altIdentifier/issn/2040-7939
info:eu-repo/semantics/altIdentifier/eissn/2040-7947
DPI2013‐46982‐C2‐2‐R
info:eu-repo/grantAgreement/MINECO//DPI2013-46982-C2-2-R
dc.rights.none.fl_str_mv Tots els drets reservats
info:eu-repo/semantics/embargoedAccess
rights_invalid_str_mv Tots els drets reservats
eu_rights_str_mv embargoedAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Wiley
publisher.none.fl_str_mv Wiley
dc.source.none.fl_str_mv © International Journal for Numerical Methods in Biomedical Engineering, 2017, vol. 33, núm. 6, p. e2833
Articles publicats (D-EEEiA)
reponame:Recercat. Dipósit de la Recerca de Catalunya
instname:Varias* (Consorci de Biblioteques Universitáries de Catalunya, Centre de Serveis Científics i Acadèmics de Catalunya)
instname_str Varias* (Consorci de Biblioteques Universitáries de Catalunya, Centre de Serveis Científics i Acadèmics de Catalunya)
reponame_str Recercat. Dipósit de la Recerca de Catalunya
collection Recercat. Dipósit de la Recerca de Catalunya
repository.name.fl_str_mv
repository.mail.fl_str_mv
_version_ 1869408016828203008
score 15,81155

Registros relacionados