A review of personalized blood glucose prediction strategies for T1DM patients

dc.contributor
Ministerio de Economía y Competitividad (Espanya)
dc.contributor.author
Oviedo Castillo, Silvia
dc.contributor.author
Vehí, Josep
dc.contributor.author
Calm i Puig, Remei
dc.contributor.author
Armengol Llobet, Joaquim
dc.date.accessioned
2024-06-18T14:38:41Z
dc.date.available
2024-06-18T14:38:41Z
dc.date.issued
info:eu-repo/date/embargoEnd/2026-01-01
dc.date.issued
2017-06
dc.identifier
http://hdl.handle.net/10256/13497
dc.identifier.uri
http://hdl.handle.net/10256/13497
dc.description.abstract
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
dc.description.abstract
This 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‐R
dc.format
application/pdf
dc.language
eng
dc.publisher
Wiley
dc.relation
info:eu-repo/semantics/altIdentifier/doi/10.1002/cnm.2833
dc.relation
info:eu-repo/semantics/altIdentifier/issn/2040-7939
dc.relation
info:eu-repo/semantics/altIdentifier/eissn/2040-7947
dc.relation
DPI2013‐46982‐C2‐2‐R
dc.relation
info:eu-repo/grantAgreement/MINECO//DPI2013-46982-C2-2-R/ES/NUEVOS METODOS PARA LA EFICIENCIA Y SEGURIDAD DEL PANCREAS ARTIFICIAL DOMICILIARIO EN DIABETES TIPO 1/
dc.rights
Tots els drets reservats
dc.rights
info:eu-repo/semantics/embargoedAccess
dc.source
© International Journal for Numerical Methods in Biomedical Engineering, 2017, vol. 33, núm. 6, p. e2833
dc.source
Articles publicats (D-EEEiA)
dc.subject
Glucèmia
dc.subject
Blood sugar
dc.subject
Artificial pancreas
dc.subject
Pàncrees artificial
dc.subject
Control automàtic
dc.subject
Automatic control
dc.title
A review of personalized blood glucose prediction strategies for T1DM patients
dc.type
info:eu-repo/semantics/article
dc.type
info:eu-repo/semantics/publishedVersion


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