TRANSFORMATION OF CLINICAL DATA CLUSTERS AT THE STAGE OF INITIAL DIAGNOSIS
A clustering method of biomedical data, which allows to increase the efficiency of the primary diagnosis is considered. Diagnostic process is realized on the basis of diagnostic signs recognition methodology. Simplification of the recognition process is performed by converting the space of initial c...
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| Format: | Article |
| Language: | Russian |
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Educational institution «Belarusian State University of Informatics and Radioelectronics»
2019-06-01
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| Series: | Doklady Belorusskogo gosudarstvennogo universiteta informatiki i radioèlektroniki |
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| Online Access: | https://doklady.bsuir.by/jour/article/view/719 |
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| _version_ | 1849400720180117504 |
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| author | A. I. Mitsiukhn E. N. Maisenia |
| author_facet | A. I. Mitsiukhn E. N. Maisenia |
| author_sort | A. I. Mitsiukhn |
| collection | DOAJ |
| description | A clustering method of biomedical data, which allows to increase the efficiency of the primary diagnosis is considered. Diagnostic process is realized on the basis of diagnostic signs recognition methodology. Simplification of the recognition process is performed by converting the space of initial clusters. It is shown a computational algorithm of clustering and classification characteristics. |
| format | Article |
| id | doaj-art-4d15f56d70f343c0b66a54635e9db2ae |
| institution | Kabale University |
| issn | 1729-7648 |
| language | Russian |
| publishDate | 2019-06-01 |
| publisher | Educational institution «Belarusian State University of Informatics and Radioelectronics» |
| record_format | Article |
| series | Doklady Belorusskogo gosudarstvennogo universiteta informatiki i radioèlektroniki |
| spelling | doaj-art-4d15f56d70f343c0b66a54635e9db2ae2025-08-20T03:37:56ZrusEducational institution «Belarusian State University of Informatics and Radioelectronics»Doklady Belorusskogo gosudarstvennogo universiteta informatiki i radioèlektroniki1729-76482019-06-01072934718TRANSFORMATION OF CLINICAL DATA CLUSTERS AT THE STAGE OF INITIAL DIAGNOSISA. I. Mitsiukhn0E. N. Maisenia1Институт информационных технологий Белорусского государственного университета информатики и радиоэлектроникиМинский городской клинический онкологический диспансерA clustering method of biomedical data, which allows to increase the efficiency of the primary diagnosis is considered. Diagnostic process is realized on the basis of diagnostic signs recognition methodology. Simplification of the recognition process is performed by converting the space of initial clusters. It is shown a computational algorithm of clustering and classification characteristics.https://doklady.bsuir.by/jour/article/view/719diagnosisclinical datarecognitioninformative signscovariancecorrelationcluster space |
| spellingShingle | A. I. Mitsiukhn E. N. Maisenia TRANSFORMATION OF CLINICAL DATA CLUSTERS AT THE STAGE OF INITIAL DIAGNOSIS Doklady Belorusskogo gosudarstvennogo universiteta informatiki i radioèlektroniki diagnosis clinical data recognition informative signs covariance correlation cluster space |
| title | TRANSFORMATION OF CLINICAL DATA CLUSTERS AT THE STAGE OF INITIAL DIAGNOSIS |
| title_full | TRANSFORMATION OF CLINICAL DATA CLUSTERS AT THE STAGE OF INITIAL DIAGNOSIS |
| title_fullStr | TRANSFORMATION OF CLINICAL DATA CLUSTERS AT THE STAGE OF INITIAL DIAGNOSIS |
| title_full_unstemmed | TRANSFORMATION OF CLINICAL DATA CLUSTERS AT THE STAGE OF INITIAL DIAGNOSIS |
| title_short | TRANSFORMATION OF CLINICAL DATA CLUSTERS AT THE STAGE OF INITIAL DIAGNOSIS |
| title_sort | transformation of clinical data clusters at the stage of initial diagnosis |
| topic | diagnosis clinical data recognition informative signs covariance correlation cluster space |
| url | https://doklady.bsuir.by/jour/article/view/719 |
| work_keys_str_mv | AT aimitsiukhn transformationofclinicaldataclustersatthestageofinitialdiagnosis AT enmaisenia transformationofclinicaldataclustersatthestageofinitialdiagnosis |