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Information Analysis of Biochemical Parameters for Glucose Tolerance Tests

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dc.contributor.author SOKOL, Y. I.
dc.contributor.author CHMYKHOVA, O. V.
dc.contributor.author BOYKO, V. V.
dc.contributor.author ZAMYATIN, P. N.
dc.contributor.author ZAMIATIN, D. P.
dc.date.accessioned 2020-05-29T10:16:23Z
dc.date.available 2020-05-29T10:16:23Z
dc.date.issued 2019
dc.identifier.citation SOKOL, Y. I., CHMYKHOVA, O. V., BOYKO, V. V. et al. Information Analysis of Biochemical Parameters for Glucose Tolerance Tests. In: ICNMBE: International conference on Nanotechnologies and Biomedical Engineering: proc. of the 4rd intern. conf., Sept. 18-21 : Program & Abstract Book , 2019. Chişinău, 2019, p. 134. ISBN 978-9975-72-392-3. en_US
dc.identifier.isbn 978-9975-72-392-3
dc.identifier.uri https://doi.org/10.1007/978-3-030-31866-6_99
dc.identifier.uri http://repository.utm.md/handle/5014/8454
dc.description Access full text - https://doi.org/10.1007/978-3-030-31866-6_99 en_US
dc.description.abstract In the vast majority of existing methods of obtaining parametric biomedical information, it is represented by a finite set of informative parameters (features). Their informational significance is always different and practically not evaluated for the tasks of parametric identification and diagnosis of diabetes mellitus. In this paper, it is proposed to evaluate the informational significance of parameters (features) based on dispersion analysis of changes in their mathematical expectation with respect to residual noise. Fisher's F-statistics were used as a quantitative measure of the changes, with the subsequent conversion of the obtained data into the amount of information expected based on the equations of the information measurement theory. en_US
dc.language.iso en en_US
dc.publisher Tehnica UTM en_US
dc.rights Attribution-NonCommercial-NoDerivs 3.0 United States *
dc.rights.uri http://creativecommons.org/licenses/by-nc-nd/3.0/us/ *
dc.subject glucose tolerance testing en_US
dc.subject glycemic dynamics en_US
dc.subject regression models en_US
dc.title Information Analysis of Biochemical Parameters for Glucose Tolerance Tests en_US
dc.type Article en_US


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