http://dspace.bsu.edu.ru/handle/123456789/41239| Title: | A computer system for the leukocytes classification in medical images |
| Authors: | Chernykh, E. M. Mikhelev, V. M. |
| Keywords: | technique computer engineering computer system leukocytes classification medical images blood cells images |
| Issue Date: | 2021 |
| Citation: | Chernykh, E.M. A computer system for the leukocytes classification in medical images / E.M. Chernykh, V.M. Mikhelev // Journal of Physics: Conference Series. - 2021. - Vol.1715.-Art. 012007. - (Marchuk Scientific Readings 2020 (MSR-2020) : International Conference, dedicated to the 95th anniversary of the birthday of RAS Academician Guri. I. Marchuk, Novosibirsk, Russia, October 19-23, 2020). - Doi: 10.1088/1742-6596/1715/1/012007. - URL: https://iopscience.iop.org/article/10.1088/1742-6596/1715/1/012007/pdf |
| Abstract: | The paper is about the development of a computer system for the white blood cells images classification. Solving the leukocytes classification task makes it possible to diagnose not only the blood diseases, but also a wide range of other diseases, as well as to evaluate the overall state of a person's health. Modern leukocytes classification methods have a fairly large number of shortcomings, which make a problem of finding the most effective method as a tool to solve this task. In our computer system we use the method based on using a trained convolutional neural network as a binary classifier for the leukocytes classification |
| URI: | http://dspace.bsu.edu.ru/handle/123456789/41239 |
| Appears in Collections: | Статьи из периодических изданий и сборников (на иностранных языках) = Articles from periodicals and collections (in foreign languages) |
| File | Description | Size | Format | |
|---|---|---|---|---|
| Chernykh_A computer.pdf | 1.05 MB | Adobe PDF | View/Open |
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