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https://open.uns.ac.rs/handle/123456789/15238
Title: | Application of neural network for automatic classification of leukocytes | Authors: | Mirčić S. Jorgovanović, Nikola |
Issue Date: | 1-Dec-2006 | Journal: | 8th Seminar on Neural Network Applications in Electrical Engineering, Neurel-2006 Proceedings | Abstract: | Differential blood count is one of the most frequently used diagnostic methods in medicine. An algorithm for leukocytes classification represents the crucial part of any device for the automatic compilation of a differential blood count. This paper demonstrates a new algorithm for the automatic classification of leukocytes based on neural networks and digital image processing. The results of the algorithm testing show a high sensitivity of the algorithm in leukocyte detection, as well as classification accuracy of 86%. © 2006 IEEE. | URI: | https://open.uns.ac.rs/handle/123456789/15238 | ISBN: | 1424404339 | DOI: | 10.1109/NEUREL.2006.341197 |
Appears in Collections: | FTN Publikacije/Publications |
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