Application of texture analysis methods to computer microscopy in the visible range of electromagnetic radiation


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Abstract

The application of the textural analysis methods based on computer microscopy in the visible region of electromagnetic radiation to classify blood cells into lymphoblasts and lymphocytes is considered. The model of digital processing of cell images is proposed. To quantitatively describe cells in diagnostics and differential diagnostics of acute lymphoblastic leucoses (ALLs), textural characteristics of nucleus images with estimation of their parameters are used.

About the authors

V. G. Nikitaev

National Research Nuclear University “MEPhI”

Author for correspondence.
Email: VGNikitayev@mephi.ru
Russian Federation, Kashirskoe sh. 31, Moscow, 115409

A. N. Pronichev

National Research Nuclear University “MEPhI”

Email: VGNikitayev@mephi.ru
Russian Federation, Kashirskoe sh. 31, Moscow, 115409

E. V. Polyakov

National Research Nuclear University “MEPhI”

Email: VGNikitayev@mephi.ru
Russian Federation, Kashirskoe sh. 31, Moscow, 115409

V. V. Dmitrieva

National Research Nuclear University “MEPhI”

Email: VGNikitayev@mephi.ru
Russian Federation, Kashirskoe sh. 31, Moscow, 115409

N. N. Tupitsyn

Blokhin Russian Cancer Research Center

Email: VGNikitayev@mephi.ru
Russian Federation, Kashirskoe sh. 23, Moscow, 115478

M. A. Frenkel

Blokhin Russian Cancer Research Center

Email: VGNikitayev@mephi.ru
Russian Federation, Kashirskoe sh. 23, Moscow, 115478

A. V. Mozhenkova

Blokhin Russian Cancer Research Center

Email: VGNikitayev@mephi.ru
Russian Federation, Kashirskoe sh. 23, Moscow, 115478

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