Estimation of blood glucose concentration during endurance sports

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11120%2F20%3A43920409" target="_blank" >RIV/00216208:11120/20:43920409 - isvavai.cz</a>

Nalezeny alternativní kódy

RIV/00216208:11130/20:10413820 RIV/00064203:_____/20:10413820

Výsledek na webu

<a href="https://doi.org/10.46300/91011.2020.14.14" target="_blank" >https://doi.org/10.46300/91011.2020.14.14</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.46300/91011.2020.14.14" target="_blank" >10.46300/91011.2020.14.14</a>

Jazyk výsledku

angličtina

Název v původním jazyce

Estimation of blood glucose concentration during endurance sports

Popis výsledku v původním jazyce

In this paper, we describe a new statistical approach to estimate blood glucose concentration along time during endurance sports based on measurements of glucose concentration in subcutaneous interstitial tissue. The final goal is the monitoring of glucose concentration in blood to maximize performance in endurance sports. Blood glucose concentration control during and after aerobic physical activity could also be useful to reduce the risk of hypoglycemia in type 1 diabetes mellitus subjects. By means of a low invasive technology known as &quot;continuous glucose monitoring&quot;, glucose concentration in subcutaneous interstitial tissue can now be measured every five minutes. However, it can be expressed as function of blood glucose concentration along time by means of a convolution integral equation. In the training phase of the proposed approach, based on measurements of glucose concentration in both artery and subcutaneous interstitial tissue during physical activity, the parameters of the convolution kernel are estimated. Then, given a new subject performing aerobic physical activity, a deconvolution problem is solved to estimate glucose concentration in blood from continuous glucose monitoring measurements.

Název v anglickém jazyce

Estimation of blood glucose concentration during endurance sports

Popis výsledku anglicky

In this paper, we describe a new statistical approach to estimate blood glucose concentration along time during endurance sports based on measurements of glucose concentration in subcutaneous interstitial tissue. The final goal is the monitoring of glucose concentration in blood to maximize performance in endurance sports. Blood glucose concentration control during and after aerobic physical activity could also be useful to reduce the risk of hypoglycemia in type 1 diabetes mellitus subjects. By means of a low invasive technology known as &quot;continuous glucose monitoring&quot;, glucose concentration in subcutaneous interstitial tissue can now be measured every five minutes. However, it can be expressed as function of blood glucose concentration along time by means of a convolution integral equation. In the training phase of the proposed approach, based on measurements of glucose concentration in both artery and subcutaneous interstitial tissue during physical activity, the parameters of the convolution kernel are estimated. Then, given a new subject performing aerobic physical activity, a deconvolution problem is solved to estimate glucose concentration in blood from continuous glucose monitoring measurements.

Druh

J_SC - Článek v periodiku v databázi SCOPUS

CEP obor

—

OECD FORD obor

30202 - Endocrinology and metabolism (including diabetes, hormones)

Projekt

—

Návaznosti

I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Rok uplatnění

2020

Kód důvěrnosti údajů

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

Název periodika

International Journal of Biology and Biomedical Engineering

ISSN

1998-4510

e-ISSN

—

Svazek periodika

14

Číslo periodika v rámci svazku

July

Stát vydavatele periodika

US - Spojené státy americké

Počet stran výsledku

5

Strana od-do

96-100

Kód UT WoS článku

—

EID výsledku v databázi Scopus

2-s2.0-85089599771