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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

Wiley

Director: Ministerio de Economía y Competitividad (Espanya)
Autor: Oviedo Castillo, Silvia
Vehí, Josep
Calm i Puig, Remei
Armengol Llobet, Joaquim
Data: juny 2017
Resum: 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
Accés al document: http://hdl.handle.net/10256/13497
Llenguatge: eng
Editor: Wiley
Col·lecció: 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/ES/NUEVOS METODOS PARA LA EFICIENCIA Y SEGURIDAD DEL PANCREAS ARTIFICIAL DOMICILIARIO EN DIABETES TIPO 1/
Drets: Tots els drets reservats
Matèria: Glucèmia
Blood sugar
Artificial pancreas
Pàncrees artificial
Control automàtic
Automatic control
Títol: A review of personalized blood glucose prediction strategies for T1DM patients
Tipus: info:eu-repo/semantics/article
Repositori: DUGiDocs

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