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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 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

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

© International Journal for Numerical Methods in Biomedical Engineering, 2017, vol. 33, núm. 6, p. e2833

Wiley

Manager: Ministerio de Economía y Competitividad (Espanya)
Author: Oviedo, Silvia
Vehí, Josep
Calm i Puig, Remei
Armengol Llobet, Joaquim
Date: 2017 June
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
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
Format: application/pdf
Citation: 026104
ISSN: 2040-7939 (versió paper)
2040-7947 (versió electrònica)
Document access: http://hdl.handle.net/10256/13497
Language: eng
Publisher: Wiley
Collection: MINECO/PE 2014-2017/DPI2013‐46982‐C2‐2‐R
Reproducció digital del document publicat a: http://dx.doi.org/10.1002/cnm.2833
Articles publicats (D-EEEiA)
Is part of: © International Journal for Numerical Methods in Biomedical Engineering, 2017, vol. 33, núm. 6, p. e2833
Rights: Tots els drets reservats
Subject: Glucèmia
Blood sugar
Artificial pancreas
Pàncrees artificial
Control automàtic
Automatic control
Title: A review of personalized blood glucose prediction strategies for T1DM patients
Type: info:eu-repo/semantics/article
Repository: DUGiDocs

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