Geodesic
On interrelation of some signs of RTM diagnostics of mammary glands diseases
Matematičeskaâ fizika i kompʹûternoe modelirovanie, no. 4 (2015), pp. 35-44.

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The article is devoted to the development of mining methods and interpreting medical thermometric data for breast diseases diagnostics. The methods of applied statistics and artificial intelligence are successfully used to solve problems in medical diagnostics, monitoring and forecasting. The problem of medical diagnostics has traditionally developed two classes of systems, and different methods are put into their base. One class consists of systems based on statistical models, and the other one—on mathematical ones. The foundation of the latter is represented by mathematical algorithms involved in the search. There is usually a partial correspondence between the symptoms of another patient and the symptoms previously observed patients, the diagnoses of which are known. The knowledge of experts is at the core systems of the second class. These algorithms operate on the patient information and knowledge on diseases, presented in a form more or less close to the views of doctors (and described by expert physicians), which is achieved due to the implicit or explicit use of ontologies of medical diagnostics.
Keywords: microwave radio thermometry, breast screening, correlation analysis, malignant breast tumors. 
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A. G. Losev; E. A. Mazepa; H. M. Suleymanova. On interrelation of some signs of RTM diagnostics of mammary glands diseases. Matematičeskaâ fizika i kompʹûternoe modelirovanie, no. 4 (2015), pp. 35-44. http://geodesic.mathdoc.fr/item/VVGUM_2015_4_a4/

[1] D.\;A. Vedenyapin, A.\;G. Losev, “About One Neural Network Model of Venous Diseases Diagnostics”, Upravlenie bolshimi sistemami, 39, 2012, 219–229

[2] A.\;A. Genkin, About Consecutive Strategy of Bayes and the Mechanism of Decision-Making in the OMIS Intellectual System, , 1998, Title from screen http://intels.spb.ru/english_med_informatiks-2.html

[3] T.\;V. Zamechnik, N.\;S. Ovcharenko, S.\;I. Larin, A.\;G. Losev, “Studying the Reliability of the Combined Termography as a Method of Diagnostics of the Condition of Veins of the Lower Extremities”, Flebologiya, 4:3 (2010), 23–26

[4] T.\;V. Zamechnik, E.\;A. Mazepa, S.\;I. Cherkesova, G.\;V. Pankova, “On the Optimization of Screening Inspection of Mammary Glands by the Method of Microwave Radio Thermometry”, Vestnik novykh meditsinskikh tekhnologiy, 21:4 (2014), 34–38

[5] A.\;G. Losev, E.\;A. Mazepa, T.\;V. Zamechnik, “About Some Characteristic Signs in Diagnostics of Mammary Glands Pathology Using the Data of Microwave Radio Thermometry”, Sovremennye problemy nauki i obrazovaniya, 2014, no. 6 | MR

[6] V.\;A. Medik, M.\;S. Tokmachev, B.\;B. Fishman, Statistics in Medicine and Biology: Guide, In 2 vols, v. 1, Theoretical Statistics, ed. Yu.\;M. Komarov, Meditsina Publ., M., 2000, 412 pp.

[7] E.\;V. Anisimova, T.\;V. Zamechnik, A.\;G. Losev, E.\;A. Mazepa, “About Some Characteristic Signs in Diagnostics of Venous Diseases of the Lower Extremities by the Method of Combined Thermography”, Vestnik novykh meditsinskikh tekhnologiy, 18:2 (2011), 329–330

[8] L.\;M. Burdina, A.\;V. Vaysblat, S.\;G. Vesnin, M.\;A. Konkin, A.\;V. Lashchenkov, N.\;G. Naumkina, N.\;N. Tikhomirova, “Application of Radio Thermometry for Breast Cancer Diagnostics”, Mammologiya, 1998, no. 2, 3–12

[9] O.\;Yu. Rebrova, Statistical Analysis of Medical Data. Application of the Package of the Applied STATISTICA Programs, MediaSfera Publ., M., 2003, 312 pp.

[10] H.\;M. Suleymanova, “On Some Aspects of Mammary Glands Screening by Microwave Radiometry”, Proceedings of the Scientific Session (Volgograd, April 20–24, 2015)

[11] W.\;M. Detmer, E.\;H. Shortliffe, Using the Internet to Improve Knowledge Diffusion in Medicine, , 1997, Title from screen http://www-smi.stanford.edu/pubs/SMI_Report/SMI-97-0658.pdf