Estimation of the current of sharp purulent inflammatory processes by means of algorithms of the computer analysis of images

The study describes the automatic algorithm for image analysis based on software Cellprofiler. For the main example of the principal implementation of the analysis process agar culture swabs of Staphylococcus aureus were taken. The proposed algorithms of recognition of microbial elements were verifi...

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Main Authors:	I. S. Gumenyuk, T. V. Gaivoronskaya, S. E. Gumenyuk, O. A. Kachanova, S. K. Shafranova, E. A. Gubareva, A. S. Sotnichenko, E. V. Kuevda
Format:	Article
Language:	Russian
Published:	Ministry of Healthcare of the Russian Federation. “Kuban State Medical University” 2015-12-01
Series:	Кубанский научный медицинский вестник
Subjects:	компьютерный анализ изображения cellprofiler гнойные заболевания цитологический анализ computer image analysis purulent disease cytological analysis
Online Access:	https://ksma.elpub.ru/jour/article/view/415

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spelling	doaj-561c5822645a4f91b935ed9581ff5bd92021-07-28T13:14:02ZrusMinistry of Healthcare of the Russian Federation. “Kuban State Medical University”Кубанский научный медицинский вестник1608-62282541-95442015-12-016313410.25207/1608-6228-2015-6-31-34415Estimation of the current of sharp purulent inflammatory processes by means of algorithms of the computer analysis of imagesI. S. Gumenyuk0T. V. Gaivoronskaya1S. E. Gumenyuk2O. A. Kachanova3S. K. Shafranova4E. A. Gubareva5A. S. Sotnichenko6E. V. Kuevda7Kuban state medical university of the Ministry of health care of RussiaKuban state medical university of the Ministry of health care of RussiaKuban state medical university of the Ministry of health care of RussiaKuban state medical university of the Ministry of health care of RussiaKuban state medical university of the Ministry of health care of RussiaKuban state medical university of the Ministry of health care of RussiaKuban state medical university of the Ministry of health care of RussiaKuban state medical university of the Ministry of health care of RussiaThe study describes the automatic algorithm for image analysis based on software Cellprofiler. For the main example of the principal implementation of the analysis process agar culture swabs of Staphylococcus aureus were taken. The proposed algorithms of recognition of microbial elements were verified and showed a significantly higher efficiency compared to the visual method of counting by the laboratory specialist.https://ksma.elpub.ru/jour/article/view/415компьютерный анализ изображенияcellprofilerгнойные заболеванияцитологический анализcomputer image analysiscellprofilerpurulent diseasecytological analysiscomputer image analysiscellprofilerpurulent diseasecytological analysis
collection	DOAJ
language	Russian
format	Article
sources	DOAJ
author	I. S. Gumenyuk T. V. Gaivoronskaya S. E. Gumenyuk O. A. Kachanova S. K. Shafranova E. A. Gubareva A. S. Sotnichenko E. V. Kuevda
spellingShingle	I. S. Gumenyuk T. V. Gaivoronskaya S. E. Gumenyuk O. A. Kachanova S. K. Shafranova E. A. Gubareva A. S. Sotnichenko E. V. Kuevda Estimation of the current of sharp purulent inflammatory processes by means of algorithms of the computer analysis of images Кубанский научный медицинский вестник компьютерный анализ изображения cellprofiler гнойные заболевания цитологический анализ computer image analysis cellprofiler purulent disease cytological analysis computer image analysis cellprofiler purulent disease cytological analysis
author_facet	I. S. Gumenyuk T. V. Gaivoronskaya S. E. Gumenyuk O. A. Kachanova S. K. Shafranova E. A. Gubareva A. S. Sotnichenko E. V. Kuevda
author_sort	I. S. Gumenyuk
title	Estimation of the current of sharp purulent inflammatory processes by means of algorithms of the computer analysis of images
title_short	Estimation of the current of sharp purulent inflammatory processes by means of algorithms of the computer analysis of images
title_full	Estimation of the current of sharp purulent inflammatory processes by means of algorithms of the computer analysis of images
title_fullStr	Estimation of the current of sharp purulent inflammatory processes by means of algorithms of the computer analysis of images
title_full_unstemmed	Estimation of the current of sharp purulent inflammatory processes by means of algorithms of the computer analysis of images
title_sort	estimation of the current of sharp purulent inflammatory processes by means of algorithms of the computer analysis of images
publisher	Ministry of Healthcare of the Russian Federation. “Kuban State Medical University”
series	Кубанский научный медицинский вестник
issn	1608-6228 2541-9544
publishDate	2015-12-01
description	The study describes the automatic algorithm for image analysis based on software Cellprofiler. For the main example of the principal implementation of the analysis process agar culture swabs of Staphylococcus aureus were taken. The proposed algorithms of recognition of microbial elements were verified and showed a significantly higher efficiency compared to the visual method of counting by the laboratory specialist.
topic	компьютерный анализ изображения cellprofiler гнойные заболевания цитологический анализ computer image analysis cellprofiler purulent disease cytological analysis computer image analysis cellprofiler purulent disease cytological analysis
url	https://ksma.elpub.ru/jour/article/view/415
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Estimation of the current of sharp purulent inflammatory processes by means of algorithms of the computer analysis of images

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