DIAGNOSIS OF DISEASES OF THE BLOOD BASED ON CLUSTER ANALYSIS SAVED GAS-DISCHARGE RADIATION
The problems of diagnosis of diseases of blood and the risk of their development, the analysis of the shortcomings of existing methods. A new approach to the implementation of screening studies, which is based on image capture gasdischarge radiation smears or drops of blood in the electromagnetic fi...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
Ukrmedknyha Publishing House
2015-05-01
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| Series: | Medična Informatika ta Inženerìâ |
| Online Access: | http://ojs.tdmu.edu.ua/index.php/here/article/view/3808 |
| Summary: | The problems of diagnosis of diseases of blood and the risk of their development, the analysis of the shortcomings of existing methods. A new approach to the implementation of screening studies, which is based on image capture gasdischarge radiation smears or drops of blood in the electromagnetic field of high voltage on x-ray film. In order to improve the reliability of diagnostic decisions by eliminating subjective factors proposed automated computer processing of images glow blood-based histogram brightness of pixels and performing procedures fuzzy cluster analysis method «fuzzy c-means». Informed choice of methodology radiation imaging of biological objects yielded satisfactory results in the field of diagnostic screening for blood diseases, early definition of risk incurred. The practical value of the proposed diagnostic technique is confirmed by the results of experimental data using cluster analysis. |
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| ISSN: | 1996-1960 1997-7468 |