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ON THE MATHEMATICAL METHODS IN BIOLOGY AND MEDICINE

Authors :
Klyuchko O. M.
Source :
Biotechnologia Acta, Vol 10, Iss 3, Pp 31-40 (2017)
Publication Year :
2017
Publisher :
National Academy of Sciences of Ukraine, Palladin Institute of Biochemistry, 2017.

Abstract

The aim of the work was to analyze the range of mathematical methods and to choose the most prospective ones from the point of view of application in biology and medicine. After analyzing of approximately 200 current publications, a list of respective methods was completed. This list includes both the most recent, intensively developed methods as well as traditionally used ones — mathematical statistics, stochastic methods, regression analysis, and others. From the first group the methods of cluster analysis, artificial neural networks and image processing were subdivided. A description of each of these methods and examples of their application in practice are given. A separate group is dedicated to complex modern works, in which the problems requiring the complex application of several methods are present. In conclusions a brief assessment of the methods of cluster analysis, artificial neural networks, image processing methods are given as well as recommendations for their practical application.

Details

Language :
English, Ukrainian
ISSN :
24107751 and 2410776X
Volume :
10
Issue :
3
Database :
Directory of Open Access Journals
Journal :
Biotechnologia Acta
Publication Type :
Academic Journal
Accession number :
edsdoj.6688679393064b1dab3711dbf6251fff
Document Type :
article
Full Text :
https://doi.org/10.15407/biotech10.03.031