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Matematicheskoe modelirovanie, 2021, Volume 33, Number 10, Pages 83–95
DOI: https://doi.org/10.20948/mm-2021-10-06 (Mi mm4328) 		 
This article is cited in 1 scientific paper (total in 1 paper)

Model for detecting globules in images of skin neoplasms

V. G. Nikitaeva, A. N. Pronicheva, O. B. Tamrazovab, V. Yu. Sergeevc, A. O. Lima, V. S. Kozlova

a National Research Nuclear University "MEPhI" (Moscow Engineering Physics Institute)
b Russian Peoples Friendship University
c Central Medical Academy of the Presidential Administration of the Russian Federation
Full-text PDF (547 kB) Citations (1)
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DOI: https://doi.org/10.20948/mm-2021-10-06
Abstract: The article is devoted to digital image processing of skin neoplasms to detect significant structural elements in the diagnosis of melanoma – globules. A new processing model is proposed that allows stable selection of globules in different-contrast images without the need for manual adjustment of parameters. The results of the experiment confirming the adequacy of the model are presented. The globules recognition accuracy ranged from 81 to 89%, depending on the contrast of the original images. The experimental sample of images contained 2.868 globules.
Funding agency Grant number
Russian Science Foundation 19-11-00176
Received: 22.04.2021
Revised: 12.07.2021
Accepted: 30.08.2021
English version:
Mathematical Models and Computer Simulations, 2022, Volume 14, Issue 3, Pages 411–418
DOI: https://doi.org/10.1134/S2070048222030115
Document Type: Article
Language: Russian
Citation: V. G. Nikitaev, A. N. Pronichev, O. B. Tamrazova, V. Yu. Sergeev, A. O. Lim, V. S. Kozlov, “Model for detecting globules in images of skin neoplasms”, Mat. Model., 33:10 (2021), 83–95; Math. Models Comput. Simul., 14:3 (2022), 411–418
Citation in format AMSBIB
\Bibitem{NikProTam21}
\by V.~G.~Nikitaev, A.~N.~Pronichev, O.~B.~Tamrazova, V.~Yu.~Sergeev, A.~O.~Lim, V.~S.~Kozlov
\paper Model for detecting globules in images of skin neoplasms
\jour Mat. Model.
\yr 2021
\vol 33
\issue 10
\pages 83--95
\mathnet{http://mi.mathnet.ru/mm4328}
\crossref{https://doi.org/10.20948/mm-2021-10-06}
\transl
\jour Math. Models Comput. Simul.
\yr 2022
\vol 14
\issue 3
\pages 411--418
\crossref{https://doi.org/10.1134/S2070048222030115}
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    • This publication is cited in the following 1 articles:
    Citing articles in Google Scholar: Russian citations, English citations
    Related articles in Google Scholar: Russian articles, English articles
    		Математическое моделирование
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