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.

Авторы
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
Журнал
Biomedical Engineering
Издательство
Springer New York LLC
Номер выпуска
4
Язык
Английский
Страницы
255-258
Статус
Опубликовано
Ссылка
Внешняя ссылка
DOI
10.1007/S10527-021-10113-Y
Том
55
Год
2021
Организации
  • 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
Ключевые слова
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
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