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Measurement Techniques
Published in: Measurement Techniques 5/2012

01-08-2012 | MEDICAL AND BIOLOGICAL MEASUREMENTS

Characteristics of the design of systems for the recognition of shapes for the diagnostics of acute leukoses using methods of computer microscopy

Authors: V. G. Nikitaev, Yu. R. Nagumanova, A. N. Pronichev, K. S. Chistov

Published in: Measurement Techniques | Issue 5/2012

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Abstract

Factors influencing the accuracy of image recognition of blast and nonblast blood cells in a decision support system (DSS) are considered. A structure is presented for the requirements for the development of shape recognition systems for the diagnostics of acute leukoses.
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Literature
1.
I. Vorobiev (ed.), Manual of Hematology, [in Russian], in 3 vols., Vol. 1, Newdiamed, Moscow (2002).
2.
V. G. Nikitaev et al., “Strategy for construction of high-technology complexes of computer microscopy: practice, development, and introduction to the atomic industry and medicine,” Prib. Syst.. Upravl., Kontrol, Diagn., No. 10, 1–4 (2011).
3.
G. I. Kozinets (ed.) et al., Blood Cells and Bone Marrow: An Atlas [in Russian], Med. Inform. Agenstvo, Moscow (2004).
4.
S. A. Lugovskaya et al., Laboratory Hematology [in Russian], Triada, Tver (2006).
5.
V. G. Nikitaev et al., Computer Systems of Hematological Diagnostics. Introduction, Training Manual [in Russian], TsNiiATOMINFORM, Moscow (2006).
6.
V. G. Nikitaev, A. N. Pronichev, and K. S. Chistov, “Method of computerized image analysis of blast cells at diagnostics of acute leucosis,” in: Proc. 12th Int. Workshop, Medicine of XXI Century, Slovakia (2004), pp. 27–28.
7.
V. A. Vlasov et al., “Construction of statistical tests for examination of automated medical systems of analysis of microscopic images,” Prib. Syst.. Upravl., Kontrol, Diagn., No. 4, 46–48 (2008).
Metadata
Title
Characteristics of the design of systems for the recognition of shapes for the diagnostics of acute leukoses using methods of computer microscopy
Authors
V. G. Nikitaev
Yu. R. Nagumanova
A. N. Pronichev
K. S. Chistov
Publication date
01-08-2012
Publisher
Springer US
Published in
Measurement Techniques / Issue 5/2012
Print ISSN: 0543-1972
Electronic ISSN: 1573-8906
DOI
https://doi.org/10.1007/s11018-012-0005-0

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