Detection of Circles as Structural Elements in Dermatoscopic Images of Skin Neoplasms in the Diagnosis of Melanoma

A method for recognizing “circles”, significant structural elements of skin neoplasms, has been proposed. An RDS-2 dermatoscope has been used for imaging. Special software has been developed to implement the proposed method for circle recognition. The results of experimental detection of circles are presented. The developed method can be used in diagnostic systems for detecting skin melanoma, a dangerous form of cancer. © 2021, Springer Science+Business Media, LLC, part of Springer Nature.

Authors
Nikitaev V.G.1 , Pronichev A.N.1 , Tamrazova O.B. 2 , Sergeev V.Y. 3 , Medvedeva O.A.1 , Kozlov V.S.1 , Solomatin M.A.1
Journal
Biomedical Engineering
Publisher
Springer New York LLC
Number of issue
4
Language
English
Pages
255-258
Status
Published
Link
External link
DOI
10.1007/s10527-021-10113-y
Volume
55
Year
2021
Organizations
  • 1 National Research Nuclear University MEPhI (Moscow Engineering Physics Institute), Moscow, Russian Federation
  • 2 Peoples’ Friendship University of Russia, Moscow, Russian Federation
  • 3 Central State Medical Academy of Department of Presidential Affairs, Moscow, Russian Federation
Keywords
Oncology; Tumors; Circle recognition; Detection of circles; Diagnostic systems; Structural elements; Dermatology; algorithm; Article; artificial intelligence; epiluminescence microscopy; human; image segmentation; imaging; melanoma; skin tumor; telemedicine
Date of creation
16.12.2021
Date of change
16.12.2021
Short link
https://repository.rudn.ru/en/records/article/record/76526/
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