Zenovich A.V., Baturin N.A., Medvedev D.A., Petrenko A.Yu. Algorithms for the Formation of Two-Dimensional Characteristic and Informative Signs of Diagnosis of Diseases of the Mammary Glands by the Methods of Combined RadioThermometry

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https://doi.org/10.15688/mpcm.jvolsu.2018.4.4

Andrey Vasilyevich Zenovich
Associate Professor, Department of Fundamental Computer Science
and the Optimal Control,
Volgograd State University
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Prosp. Universitetsky, 100, 400062 Volgograd, Russian Federation

Nikolay Aleksandrovich Baturin
Student, Department of Fundamental Computer Science
and the Optimal Control,
Volgograd State University
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Prosp. Universitetsky, 100, 400062 Volgograd, Russian Federation

Denis Andreevich Medvedev
Student, Department of Fundamental Computer Science
and the Optimal Control,
Volgograd State University
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Prosp. Universitetsky, 100, 400062 Volgograd, Russian Federation

Alexander Yuryevich Petrenko
Student, Department of Fundamental Computer Science
and the Optimal Control,
Volgograd State University
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Prosp. Universitetsky, 100, 400062 Volgograd, Russian Federation

Abstract. Current paper is a part of group project to create a consultative information system that helps doctors to diagnose breast cancer with combined thermometry. For use in diagnostic algorithms, it is necessary to form a space of characteristic and highly informative diagnostic features. This paper outlines three algorithms for constructing two-dimensional features and presents the results of computational experiments that allow one to estimate the sensitivity and specificity of such features. Combining the best pairs of one-dimensional signs, it is possible to obtain the specificity and sensitivity of 70–80 %.

Key words: microwave radiothermometry, data mining, breast screening, express diagnostics of malignant breast tumors, mammology.

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Algorithms for the Formation of Two-Dimensional Characteristic and  Informative Signs of Diagnosis of Diseases of the Mammary Glands by the  Methods of Combined RadioThermometry by Zenovich A.V., Baturin N.A., Medvedev D.A., Petrenko A.Yu. is licensed under a Creative Commons Attribution 4.0 International License.

Citation in English: Mathematical Physics and Computer Simulation. Vol. 21 No. 4 2018, pp. 44-56

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