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

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Biomedical Engineering Aims and scope

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.

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References

  1. Erkenova, F. D. and Puzin, S. N., “Melanoma statistics in Russia and European countries,” Med.-Sots. Eksp. Reabil., 23, No. 1, 44-52 (2020).

    Article  Google Scholar 

  2. Kudrin, K. G., Rimskaya, E. N., Pavlyukova, O. Yu., Davydov, D. V., and Reshetov, I. V., “Errors in measuring size, shape, and color during automated screening of pigmented skin neoplasms,” Zh. Radioelektron., No. 12, 10-20 (2020).

  3. Rimskaya, E. N., Shchadko, A. O., Apollonova, I. A., Nikolaev, A. P., Briko, A. N., Deshin, I. A., Berezhnoi, P. Yu., Kudrin, K. G., Zaitsev, K. I., Tuchin, V. V., and Reshetov, I. V., “Differentiation of pigmented skin neoplasms based on digital processing of optical images,” Opt. Spektroskop., 126, No. 5, 584-595 (2019).

    Google Scholar 

  4. Torshina, I., Rosendal, K., Bulinska, A., and Radion, E., “Dermatoscopy as a method of early diagnosis of malignant neoplasms of the skin,” Vrach, No. 4, 16-20 (2016).

  5. Levchuk, V. A., Kovalev, V. A., Barkalin, V. V., and Lozovskii, V. E., “Computerized diagnosis of melanoma by searching for similar dermatoscopic images in the database,” Izv. Nats. Akad. Nauk Belarus. Ser. Fiz.-Tekh. Nauk, No. 2, 86-91 (2016).

  6. Tschandl, P., Rosendahl, C., and Kittler, H., “Dermatoscopy of flat pigmented facial lesions,” J. Eur. Acad. Dermatol. Venereol., 29, No. 1, 120-127 (2015).

    Article  CAS  Google Scholar 

  7. Rosendahl, C., Cameron, A., McColl, I., and Wilkinson, D., “Dermatoscopy in routine practice – ‘Chaos and Clues’,” Aust. Fam. Physician, 41, No. 7, 48-487 (2012).

    Google Scholar 

  8. Nikitaev, V. G., “Expert systems in information measuring complexes of oncological diagnoses,” Meas. Tech., 58, No. 6, 719-723 (2015).

    Article  Google Scholar 

  9. Nikitaev, V. G., “Medical and biological measurements: Experimental high-technology information-measuring complexes of cancer diagnosis: Problems and key points of the construction methodology,” Meas. Tech., 58, No. 2, 214-218 (2015).

    Article  Google Scholar 

  10. Nikitaev, V. G., “Modern measurement principles in intellectual systems for a histological diagnosis of oncological illnesses,” Meas. Tech., 58, No. 4, 68-70 (2015).

    Article  Google Scholar 

  11. Leonov, E. A., Leonov, Yu. A., Averchenkov, A. V., Kazakov, Yu. M., and Zueva, A. S., “A method for recognizing elliptical objects on images,” Avtom. Model. Proekt. Upr., No. 3, 4-8 (2019).

  12. Stepura, L. V. and Demin, A. Yu., “Vectorizing bitmap images using the Hough transform,” in: Proc. 3rd Int. Sci. Conf. Information Technologies in Science, Management, Social Services, and Medicine, May 23-26, 2016, Vol. 1. TPU, Tomsk (2016), pp. 745-747.

  13. Kalinkina, D. and Vatolin, D., “The problem of noise suppression in images and video and various approaches to its solution,” Komp. Graf. Multimed. Online Journal, 9, No. 2 (2005); http://masters.donntu.org/2011/fknt/galiakberow/library/noise.htm.

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Correspondence to V. G. Nikitaev.

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Translated from Meditsinskaya Tekhnika, Vol. 55, No. 4, Jul.-Aug., 2021, pp. 20-22.

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Nikitaev, V.G., Pronichev, A.N., Tamrazova, O.B. et al. Detection of Circles as Structural Elements in Dermatoscopic Images of Skin Neoplasms in the Diagnosis of Melanoma. Biomed Eng 55, 255–258 (2021). https://doi.org/10.1007/s10527-021-10113-y

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  • DOI: https://doi.org/10.1007/s10527-021-10113-y

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