We analyze the information content of wavelet features in identification and classification of peripheral blood leukocytes in searching for blast cells, using data-acquisition systems for diagnosis of acute leukemias.
Similar content being viewed by others
References
V. G. Nikitaev et al., “Conceptual model for recognition of blast cells in a computer-assisted microscopy system,” Spetstekhn. Svyaz, No. 45, 67–69 (2011).
V. G. Nikitaev et al., “Experimental study of the variability in texture characteristics of blood cells in computer-assisted microscopy systems,” Spetstekhn. Svyaz, No. 45, 78–80 (2011).
V. N. Blindar’ et al., Hematology Research Methods. Clinical Significance of Blood Parameters: Handbook for Physicians, Izd. MIA, Moscow (2013).
V. G. Panteleev, O. V. Egorova, and E. I. Klykova, Computer-Assisted Microscopy. Series: The World of Materials and Technologies, Tekhnosfera, Moscow (2005).
E. Yu. Berdnikovich et al., “Construction of a knowledge base for interactive recognition in systems for computer microscopy,” Izmer. Tekhn., No. 10, 67–79 (2012); Measur. Techn., 55, No. 10, 1219–1223 (2013).
V. G. Nikitaev et al., “Characteristics of the design of systems for the recognition of shapes for the diagnostics of acute leukoses using methods of computer microscopy,” Izmer. Tekhn., No. 5, 65–68 (2012); Measur. Techn., 55, No. 5, 583–588 (2012).
GOST R 8.563-96, GSI. Procedure for Making Measurements.
GOST R 8.596-2002, GSI. Metrological Support for Measurement Systems. Basic Provisions.
V. A. Granovskii, Systems Metrology: Metrological Systems and Metrology of Systems, GNTs RF TsNII Elektropribor, St. Petersburg (1999).
O. V. Nagornov et al., Wavelet Analysis with Examples: Tutorial, NIYaU MIFI, Moscow (2010).
S. G. Mallat, A Wavelet Tour of Signal Processing [Russian translation], Mir, Moscow (2005).
N. K. Smolentsev, Principles of Wavelet Theory. Wavelets in Matlab, DMK Press, Moscow (2008).
V. G. Nikitaev et al., Computer-Assisted Systems in Hematology Diagnosis: Tutorial, MIFI, Moscow (2006).
Author information
Authors and Affiliations
Corresponding author
Additional information
Translated from Izmeritel’naya Tekhnika, No. 10, pp. 59–62, October, 2014.
Rights and permissions
About this article
Cite this article
Nikitaev, V.G., Nagornov, O.V., Pronichev, A.N. et al. Study of the Effectiveness of Using Wavelet Analysis in Data-Acquisition Systems for Diagnosis of Acute Leukemias. Meas Tech 57, 1203–1208 (2015). https://doi.org/10.1007/s11018-015-0603-8
Received:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11018-015-0603-8