An Evolutionary Approach for Estimating the Blood Glucose by Exploiting Interstitial Glucose Measurements

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11140%2F18%3A10373948" target="_blank" >RIV/00216208:11140/18:10373948 - isvavai.cz</a>

Nalezeny alternativní kódy

RIV/49777513:23520/18:43952091 RIV/00669806:_____/18:10373948

Výsledek na webu

<a href="https://www.researchgate.net/publication/323098343" target="_blank" >https://www.researchgate.net/publication/323098343</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.5220/0006729706250632" target="_blank" >10.5220/0006729706250632</a>

Jazyk výsledku

angličtina

Název v původním jazyce

An Evolutionary Approach for Estimating the Blood Glucose by Exploiting Interstitial Glucose Measurements

Popis výsledku v původním jazyce

The diabetes is correlated to a malfunction of the pancreas that produces very little or no insulin. A way to improve the quality of life of people with diabetes is to implement an artificial pancreas able to inject an insulin bolus when necessary. The aim of this paper is to devise a possibly step in constructing the fundamental element of such an artificial pancreas - estimation of the blood glucose (BG) through interstitial glucose (IG) measurements. In particular, a new methodology is presented to derive a mathematical relationship between BG and IG by exploiting the ability of the evolutionary techniques in solving this regression task. An automatic procedure is used to estimate the missing BG values within this database. To validate the discovered model a comparison with other models is carried out during the experimental phase.

Název v anglickém jazyce

An Evolutionary Approach for Estimating the Blood Glucose by Exploiting Interstitial Glucose Measurements

Popis výsledku anglicky

The diabetes is correlated to a malfunction of the pancreas that produces very little or no insulin. A way to improve the quality of life of people with diabetes is to implement an artificial pancreas able to inject an insulin bolus when necessary. The aim of this paper is to devise a possibly step in constructing the fundamental element of such an artificial pancreas - estimation of the blood glucose (BG) through interstitial glucose (IG) measurements. In particular, a new methodology is presented to derive a mathematical relationship between BG and IG by exploiting the ability of the evolutionary techniques in solving this regression task. An automatic procedure is used to estimate the missing BG values within this database. To validate the discovered model a comparison with other models is carried out during the experimental phase.

Druh

D - Stať ve sborníku

CEP obor

—

OECD FORD obor

30502 - Other medical science

Projekt

<a href="/cs/project/LO1506" target="_blank" >LO1506: Podpora udržitelnosti centra NTIS - Nové technologie pro informační společnost</a><br>

Návaznosti

I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Rok uplatnění

2018

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název statě ve sborníku

BIOSTEC 2018

ISBN

978-989-758-281-3

ISSN

—

e-ISSN

neuvedeno

Počet stran výsledku

8

Strana od-do

625-632

Název nakladatele

SciTePress, Science and Technology Publications, Lda.

Místo vydání

Funchal, Madeira, Portugal

Místo konání akce

Funchal, Madeira, Portugal

Datum konání akce

19. 1. 2018

Typ akce podle státní příslušnosti

WRD - Celosvětová akce

Kód UT WoS článku

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