Research of machine learning methods in the problem of identification of blood cells

Research of machine learning methods in the problem of identification of blood cells

The development of the medical imaging field is becoming a significant challenge due to the growing need for automated, fast, and efficient diagnostics. Traditionally, blood cells are counted by using a hemocytometer along with other laboratory equipment and chemicals, which is a laborious task. The...

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Bibliographic Details
Main Authors: Ekaterina A. Elagina, Alexey A. Margun
Format: Article
Language:English
Published: Saint Petersburg National Research University of Information Technologies, Mechanics and Optics (ITMO University) 2021-12-01
Series:Naučno-tehničeskij Vestnik Informacionnyh Tehnologij, Mehaniki i Optiki
Subjects:
support vector machine
svm
convolutional neural networks
cnn
machine learning
deep learning
Online Access:https://ntv.ifmo.ru/file/article/20894.pdf

Internet

https://ntv.ifmo.ru/file/article/20894.pdf

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