An Evolutionary Approach for Estimating the Blood Glucose by Exploiting Interstitial Glucose Measurements
The result's identifiers
Result code in 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>
Alternative codes found
RIV/49777513:23520/18:43952091 RIV/00669806:_____/18:10373948
Result on the web
<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>
Alternative languages
Result language
angličtina
Original language name
An Evolutionary Approach for Estimating the Blood Glucose by Exploiting Interstitial Glucose Measurements
Original language description
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.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
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OECD FORD branch
30502 - Other medical science
Result continuities
Project
<a href="/en/project/LO1506" target="_blank" >LO1506: Sustainability support of the centre NTIS - New Technologies for the Information Society</a><br>
Continuities
I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace
Others
Publication year
2018
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
BIOSTEC 2018
ISBN
978-989-758-281-3
ISSN
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e-ISSN
neuvedeno
Number of pages
8
Pages from-to
625-632
Publisher name
SciTePress, Science and Technology Publications, Lda.
Place of publication
Funchal, Madeira, Portugal
Event location
Funchal, Madeira, Portugal
Event date
Jan 19, 2018
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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