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...
| Main Authors: | , , , , , , , |
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| Format: | Article |
| Language: | Russian |
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Ministry of Healthcare of the Russian Federation. “Kuban State Medical University”
2015-12-01
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| Series: | Кубанский научный медицинский вестник |
| Subjects: | |
| Online Access: | https://ksma.elpub.ru/jour/article/view/415 |
| _version_ | 1826568828954345472 |
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| 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 |
| 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 |
| collection | DOAJ |
| 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. |
| first_indexed | 2024-03-07T21:49:24Z |
| format | Article |
| id | doaj.art-561c5822645a4f91b935ed9581ff5bd9 |
| institution | Directory Open Access Journal |
| issn | 1608-6228 2541-9544 |
| language | Russian |
| last_indexed | 2025-03-14T11:29:39Z |
| publishDate | 2015-12-01 |
| publisher | Ministry of Healthcare of the Russian Federation. “Kuban State Medical University” |
| record_format | Article |
| series | Кубанский научный медицинский вестник |
| spelling | doaj.art-561c5822645a4f91b935ed9581ff5bd92025-03-02T10:05:26ZrusMinistry of Healthcare of the Russian Federation. “Kuban State Medical University”Кубанский научный медицинский вестник1608-62282541-95442015-12-0163134415Estimation 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 |
| 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 |
| title | 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_short | 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 |
| 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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