POSSIBILITIES FOR ASSESSING THE EFFECTIVENESS OF TREATMENT OF ATOPIC DERMATITIS BASED ON ANALYSIS OF COLOR CHARACTERISTICS OF VIDEO DERMATOSCOPIC IMAGES

Authors

DOI:

https://doi.org/10.30837/2522-9818.2020.12.127

Keywords:

atopy, dermatitis, brightness, HSV, color

Abstract

The subject of the article is the study of the color characteristics of video dermatoscopic images of affected skin areas of children with atopic dermatitis and the development of an automated diagnostic system for processing and analysis of dermatoscopic images. The aim of the work is to develop an objective method for assessing the skin condition of children with atopic dermatitis based on numerical analysis of images of affected skin areas. The objectives of the work were to collect a life history of children with atopic dermatitis, study the color characteristics of video dermatoscopic images of affected skin areas and further develop an automated diagnostic system for processing and analyzing dermatoscopic information. Research Methods. During the diagnostic examinations of children with atopic dermatitis, a history of life was collected and the initial dermatological status of patients was described. A comprehensive assessment of the severity of the disease was performed using the SCORAD index. Image registration was carried out using a UM039 digital video dermatoscope with optical magnification up to 200 times, resolution of the receiving matrix 2880 × 1800 image elements, equipped with a built-in block of adjustable LED lighting, a tripod and a rotary 3-inch display. The images were captured on a microSD card with subsequent transfer of data to the database on the computer. The results of the study, based on the data obtained, allowed us to assess the intensity and dynamics of the inflammatory processes of the affected areas of the skin of children with atopic dermatitis and to formulate the principles of the automated diagnostic system for processing and analysis of dermatoscopic images. Conclusion. At the end of the study, the authors conclude that to monitor the skin condition in the treatment of atopic dermatitis, the analysis of the color components of the affected areas on the HSV scale can be used, which allows the specialist to intuitively observe the results of the therapy in a natural color space for human perception. As prospects for the development of the work, the authors substantiate the prerequisites for the development of a complete automated system for the comprehensive diagnosis of atopic dermatitis and its clinical trial. Such a system can make it possible to form a preliminary diagnosis and determine the severity of the disease based on the evaluation of color channels of images of affected skin areas and additional diagnostic data.

Author Biographies

Oleh Avrunin, Kharkov National University of Radio Electronics

Doctor of Sciences (Engineering), Professor, Head of the Department of Biomedical Engineering

Alexey Trubitcin, Kharkov National University of Radio Electronics

Post-Graduate Student of the Department of Biomedical Engineering

Olga Isaeva, Kharkov National University of Radio Electronics

Student of the Department of Biomedical Engineering

Viktoriia Klymenko, Kharkiv National Medical University

MD, Professor, Head of the Department of Fundamentals of Pediatrics No. 2

References

Wollenberg, A., Barbarot, S., Bieber, T. et al. (2018), "Wollenberg Consensus-based European guidelines for treatment of atopic eczema (atopic dermatitis) in adults and children: part I", European Academy of Dermatology and Venereology, No. 32 (5), P. 657–682. DOI: 10.1111/jdv.14891

Koszorú, K., Borza, Jú., Gulácsi, L, Sárdy, M. (2019), "Quality of Life in Patients with Atopic Dermatitis", Mdedge dermatology, No. 104 (03), P. 174–177.

Murashkin, N. N., Materikin, A. I., Ambarchjan, Je. T., Epishev, R. V. (2016), "Sovremennye predstavlenija o patogeneze i principah naruzhnoj terapii atopicheskogo dermatita u detej", Current Pediatrics, No. 6 (15), P. 584–589.

Illek, Ja. Ju., et al. (2007), "Diagnostika atopichekogo dermatita u detej rannego vozrasta", Vyatka Medical Bulletin, No. 2, P. 83–92.

Kunz, Oranje, Labrèze, Stalder, Ring (1997), "Clinical validation and guidelines for the SCORAD index: consensus report of the European Task Force on Atopic Dermatiti Dermatology", Dermatology, No. 195 (1), P. 10–19.

Trubicyn, A. A., Isaeva, O. A., Klimenko, V. A., Avrunin, O. G. (2019), "Instrumental methods of assessment of skin state at atopic dermatitis", Science and Production, No. 20, P. 180–187. DOI: doi.org/10.31498/2522-9990202019184898

Avrunin, O., Klymenko, V., Trubitcin, A., Isaeva, О. (2019), "Development of Automated System for Video Intermatoscopy", Proceedings of the IX International Scientific and Practical Conference International Trends in Science and Technology, Vol. 2, January 31, 2019, Warsaw, Poland, P. 6–9.

Nosova, Ya. Farouk, V., Avrunin, O. (2013), "Development of the method of express diagnostics of bacterial microflora of the nasal cavity", Problems of information technologies, Kherson, No. 13, P. 99–104.

Avrunin, O. G., Bodyansky, Ye. V., Kalashnyk, M. V., Semenecz, V. V., Filatov V. O. (2018), Modern intelligent technologies of functional medical diagnostics [Suchasni intelektualʹni tekhnolohiyi funktsionalʹnoyi medychnoyi diahnostyky] : Monograph, Kharkiv, NURE, 248 p. DOI: 10.30837/978-966-659-234-0.

Shhapov, P. F., Avrunin, O. G. (2011), "Poluchenie informacionnoj izbytochnosti v sistemah izmeritel'nogo kontrolja i diagnostiki izmeritel'nyh obektov", Ukrainian Metrological Journal, No. 1, P. 47–50. Pat. 109839 Ukraїna, MPK G 01 N 21/00, G 01 N 21/39 (2006.01).

Bojchuk, T. M., Ushenko, O. G., Novakovska, O. Yu., Grygoryshyn, P. M. (2016), Sposib diagnostyky staniv dermy shkiry za dopomogoyu analizu myuller-matrychnyx zobrazhen; zayavnyk Vyshhyj derzhavnyj navchalnyj zaklad Ukrayiny "Bukovynskyj derzhavnyj medychnyj universytet', No. u201602401; zayavl. 12.03.2016; opubl. 12.09.2016, Byul. No. 17.

Makarenko, L. A. (2013), "Neinvazivnaja diagnostika v dermatologii", Russian Journal of Skin and Sexually Transmitted Diseases, No. 2, P. 40–45.

Dmytrenko, S. V., Stepanenko, V. I., Vernygorodskyj, S. V., Nalizhytyj, A. A. Pat. 110303 Ukrayina, MPK A61B 8/08. Sposib dermatoskopichnoyi ocinky tyazhkosti ixtiozu; zayavnyk Vinnyczkyj nacionalnyj medychnyj universytet im. M. I. Pyrogova. # a201412529; zayavl. 21.11.2014; opubl. 10.12.2015, Byul. # 23.

Kogan, B. G. (2013), "Atopichnyj dermatyt : akcent na bezpechnosti likuvannya", Ukrainian Journal of Dermatology, Venerology, Cosmetology, No. 1 (48), P. 81–89.

Zajnullina, O. N., Hismatullina, Z. R., Pechkurov, D. V. (2017), "Sovremennye metody ocenki sostojanija kozhi pri atopicheskom dermatite u detej", Allergology and Immunology in Pediatrics, No. 4 (51), P. 4–9.

Isaeva, O. A., Avrunin, O. G. (2019), "Development of an automated system for video dermatoscopy", Materials of the 23rd International Youth Forum. Vol. 1, Kharkiv, KNUR, P. 165–166.

Rajpara, S. M., Botello, A. P., Townend, J., Ormerod, A. D. (2009), "Systematic review of dermoscopy and digital dermoscopy", Artificial Intelligence for the Diagnosis of Melanoma, Br J Dermatol, No. 161 (3), P. 591–604.

Guitera, P, Menzies, S. W. (2011), "State of the art of diagnostic technology for early-stage melanoma", Expert Rev Anticancer Ther, No. 11 (5), P. 715-723.

Isaeva, O. A., Trubicin, A. A. (2020), "Vozmozhnosti telemedicinskih servisov dermatologii", Materіali HH Vseukraїns'koї naukovo-tehnіchnoї konferencії molodih vchenih, aspіrantіv ta studentіv "Stan, dosjagnennja і perspektivi іnformacіjnih sistem і tehnologіj", Ch. 2, Odesa, ONAHT, P. 51-53.

Isaieva, O. A., Avrunin, O. G. (2020), "Possibilities of application of 3D-Scanning in determining of damaged areas of skin", Abstracts of X International Scientific and Practical Conference, San Francisco, USA, P.139–142.

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Published

2020-06-24

How to Cite

Avrunin, O., Trubitcin, A., Isaeva, O., & Klymenko, V. (2020). POSSIBILITIES FOR ASSESSING THE EFFECTIVENESS OF TREATMENT OF ATOPIC DERMATITIS BASED ON ANALYSIS OF COLOR CHARACTERISTICS OF VIDEO DERMATOSCOPIC IMAGES. INNOVATIVE TECHNOLOGIES AND SCIENTIFIC SOLUTIONS FOR INDUSTRIES, (2 (12), 127–133. https://doi.org/10.30837/2522-9818.2020.12.127

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Section

ENGINEERING & INDUSTRIAL TECHNOLOGY