THE SOFTWARE PACKAGE CellDataMiner FOR DATA ANALYSIS OF FLUORESCENT IMAGES OF CANCER CELLS
The paper presents the software package CellDataMiner for data analysis of lumencent images of cancer cells. The comparative analysis of classification and clustering methods is carried out. The most sufficient of them are implemented in the software. The software package is tested on the dataset of...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | Russian |
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The United Institute of Informatics Problems of the National Academy of Sciences of Belarus
2016-11-01
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| Series: | Informatika |
| Online Access: | https://inf.grid.by/jour/article/view/181 |
| _version_ | 1797877391714942976 |
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| author | Y. U. Lisitsa M. M. Yatskou V. V. Apanasovich T. V. Apanasovich |
| author_facet | Y. U. Lisitsa M. M. Yatskou V. V. Apanasovich T. V. Apanasovich |
| author_sort | Y. U. Lisitsa |
| collection | DOAJ |
| description | The paper presents the software package CellDataMiner for data analysis of lumencent images of cancer cells. The comparative analysis of classification and clustering methods is carried out. The most sufficient of them are implemented in the software. The software package is tested on the dataset of the experimental images of breast cancer. |
| first_indexed | 2024-04-10T02:16:26Z |
| format | Article |
| id | doaj.art-8efa0c14854e48f29f86f918aa0bfd78 |
| institution | Directory Open Access Journal |
| issn | 1816-0301 |
| language | Russian |
| last_indexed | 2024-04-10T02:16:26Z |
| publishDate | 2016-11-01 |
| publisher | The United Institute of Informatics Problems of the National Academy of Sciences of Belarus |
| record_format | Article |
| series | Informatika |
| spelling | doaj.art-8efa0c14854e48f29f86f918aa0bfd782023-03-13T08:32:17ZrusThe United Institute of Informatics Problems of the National Academy of Sciences of BelarusInformatika1816-03012016-11-01047384180THE SOFTWARE PACKAGE CellDataMiner FOR DATA ANALYSIS OF FLUORESCENT IMAGES OF CANCER CELLSY. U. Lisitsa0M. M. Yatskou1V. V. Apanasovich2T. V. Apanasovich3Белорусский государственный университетБелорусский государственный университетБелорусский государственный университетУниверситет Джорджа ВашингтонаThe paper presents the software package CellDataMiner for data analysis of lumencent images of cancer cells. The comparative analysis of classification and clustering methods is carried out. The most sufficient of them are implemented in the software. The software package is tested on the dataset of the experimental images of breast cancer.https://inf.grid.by/jour/article/view/181 |
| spellingShingle | Y. U. Lisitsa M. M. Yatskou V. V. Apanasovich T. V. Apanasovich THE SOFTWARE PACKAGE CellDataMiner FOR DATA ANALYSIS OF FLUORESCENT IMAGES OF CANCER CELLS Informatika |
| title | THE SOFTWARE PACKAGE CellDataMiner FOR DATA ANALYSIS OF FLUORESCENT IMAGES OF CANCER CELLS |
| title_full | THE SOFTWARE PACKAGE CellDataMiner FOR DATA ANALYSIS OF FLUORESCENT IMAGES OF CANCER CELLS |
| title_fullStr | THE SOFTWARE PACKAGE CellDataMiner FOR DATA ANALYSIS OF FLUORESCENT IMAGES OF CANCER CELLS |
| title_full_unstemmed | THE SOFTWARE PACKAGE CellDataMiner FOR DATA ANALYSIS OF FLUORESCENT IMAGES OF CANCER CELLS |
| title_short | THE SOFTWARE PACKAGE CellDataMiner FOR DATA ANALYSIS OF FLUORESCENT IMAGES OF CANCER CELLS |
| title_sort | software package celldataminer for data analysis of fluorescent images of cancer cells |
| url | https://inf.grid.by/jour/article/view/181 |
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