General Ideology of Analysis Digital Medical Images in RGB Format

Lyashenko, V.; Kobylin, O.; Ryazantsev, O.; Ryazantsev, I.; Barbaruk, V.; Zhychenko, Y.

Публікація:
General Ideology of Analysis Digital Medical Images in RGB Format

dc.contributor.author	Lyashenko, V.
dc.contributor.author	Kobylin, O.
dc.contributor.author	Ryazantsev, O.
dc.contributor.author	Ryazantsev, I.
dc.contributor.author	Barbaruk, V.
dc.contributor.author	Zhychenko, Y.
dc.date.accessioned	2020-05-31T18:31:18Z
dc.date.available	2020-05-31T18:31:18Z
dc.date.issued	2020
dc.description.abstract	Methods, technologies and various digital image processing procedures are one of the data analysis tools. At the same time, digital images can be considered as data that belong to the Big Data group. This fully applies to digital color images of cytological preparations. Thus, digital image processing techniques are one of the Big Data analysis tools. A feature of such a tool is the specificity of its use for various types of data, which are presented in the form of digital images. To do this, we examined the problematic aspects of the analysis of cytological specimens of images that are marked in the works of other authors. The paper also examined the issues of complex analysis of color images of cytological preparations. For this analysis, we used the decomposition of the original image into separate color channels, applied the ideology of wavelets to determine areas of interest and a set of morphological operations to specify such areas of interest. These methods are selected taking into account the peculiarities of images of cytological preparations. The results are shown on the example of images of cytological preparations, where megaloblastic anemia cells are also present.	uk_UA
dc.identifier.citation	Lyashenko V., Kobylin O., Ryazantsev O., Ryazantsev I., Barbaruk V., Zhychenko Y. General Ideology of Analysis Digital Medical Images in RGB Format // International Journal of Emerging Trends in Engineering Research. – 2020. – Vol. 8(5). – P. 1647-1655.	uk_UA
dc.identifier.issn	2347-3983
dc.identifier.uri	http://openarchive.nure.ua/handle/document/11924
dc.language.iso	en	uk_UA
dc.publisher	WARSE	uk_UA
dc.subject	Image Processing	uk_UA
dc.subject	Color Space	uk_UA
dc.subject	Wavelet Analysis	uk_UA
dc.subject	Cytological Preparations	uk_UA
dc.title	General Ideology of Analysis Digital Medical Images in RGB Format	uk_UA
dc.type	Article	uk_UA
dspace.entity.type	Publication