Automated Analysis of the Pigment Network in Dermatoscopic Images of Melanocytic Skin Tumors
- Authors: Nikitaev V.G.1, Pronichev A.N.1, Tamrazova O.B.2, Sergeev V.Y.3, Sergeev Y.Y.4, Kozyreva A.V.1, Polyakov E.V.1, Druzhinina E.A.1
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Affiliations:
- National Research Nuclear University MEPhI (Moscow Engineering Physics Institute)
- Peoples’ Friendship University of Russia
- Dermatological Research Center
- Society for Dermatoscopy and Optical Diagnostics of Skin
- Issue: Vol 53, No 4 (2019)
- Pages: 254-257
- Section: Article
- URL: https://journals.rcsi.science/0006-3398/article/view/236191
- DOI: https://doi.org/10.1007/s10527-019-09920-1
- ID: 236191
Cite item
Abstract
A method for recognition of the pigment network lines in dermatoscopic images of skin tumors is presented. The method provides calculation of characteristics of the pigment network lines and imaging of the obtained results. Experimental assessment of the effectiveness of the proposed method showed it to be promising for use in melanoma recognition systems.
About the authors
V. G. Nikitaev
National Research Nuclear University MEPhI (Moscow Engineering Physics Institute)
Author for correspondence.
Email: vgnikitayev@mephi.ru
Russian Federation, Moscow
A. N. Pronichev
National Research Nuclear University MEPhI (Moscow Engineering Physics Institute)
Email: vgnikitayev@mephi.ru
Russian Federation, Moscow
O. B. Tamrazova
Peoples’ Friendship University of Russia
Email: vgnikitayev@mephi.ru
Russian Federation, Moscow
V. Yu. Sergeev
Dermatological Research Center
Email: vgnikitayev@mephi.ru
Russian Federation, Moscow
Yu. Yu. Sergeev
Society for Dermatoscopy and Optical Diagnostics of Skin
Email: vgnikitayev@mephi.ru
Russian Federation, Moscow
A. V. Kozyreva
National Research Nuclear University MEPhI (Moscow Engineering Physics Institute)
Email: vgnikitayev@mephi.ru
Russian Federation, Moscow
E. V. Polyakov
National Research Nuclear University MEPhI (Moscow Engineering Physics Institute)
Email: vgnikitayev@mephi.ru
Russian Federation, Moscow
E. A. Druzhinina
National Research Nuclear University MEPhI (Moscow Engineering Physics Institute)
Email: vgnikitayev@mephi.ru
Russian Federation, Moscow
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