CLASSIFICATION OF MULTIDIMENSIONAL POLARIZATION MICROSCOPY RESULTS IN THE TECHNOLOGY OF FORENSIC INTELLECTUAL MONITORING OF HEART DISEASES

Oleg Vanchulyak; Serhii Golub; Mariia Talakh; Vyacheslav Gantyuk

doi:10.35784/iapgos.909

Open full text

PDF

Published: Mar 30, 2020

DOI: https://doi.org/10.35784/iapgos.909

Issue Vol. 10 No. 1 (2020)

Articles

APPLICATION OF HURST INDICATOR TO CHOOSE AN ALGORITHM FOR RESOURCE CONTROL OF A TELECOMMUNICATION NETWORK
Anton Vrublevskiy, Ivan Lesovoy, Gennadij Pylypenko

4-7
BLOCK CIPHERS ON THE BASIS OF REVERSIBLE CELLULAR AUTOMATA
Yuliya Tanasyuk, Petro Burdeinyi

8-11
TIME INTERVAL SWITCHING DEVICE
Ruslan Politanskyi, Andrij Veryga

12-15
ENVIRONMENT OF ELECTROMAGNETIC COMPATIBILITY OF RADIO-ELECTRONIC COMMUNICATION MEANS
Heorhii Rozorinov, Oleksandr Hres, Volodymyr Rusyn, Petro Shpatar

16-19
THE GENERATING RANDOM SEQUENCES WITH THE INCREASED CRYPTOGRAPHIC STRENGTH
Volodymyr Korchynskyi, Vitalii Kildishev, Oleksandr Riabukha, Oleksandr Berdnikov

20-23
THE INCREASE OF THE ENERGY EFFICIENCY OF THE RADIO EQUIPMENT BASED ON THE USE OF MODULATION BY ORTHOGONAL HARMONIC CARRIERS
Sergey Toliupa, Vladimir Nakonechnyi, Alexander Trush

24-27
SYNTHESIS OF SAFE BEHAVIOR ALGORITHMS OF RADIOELECTRONIC SYSTEMS FOR CRITICAL APPLICATIONS
Leonid Ozirkovskyy, Bohdan Volochiy, Mykhailo Zmysnyi, Oleksandr Shkiliuk

28-31
METHOD FOR ASSESSING THE STRUCTURAL RELIABILITY OF NETWORKS WITH UNDETERMINED TOPOLOGY
Nina Kniazieva, Alexey Nenov, Irina Kolumba

32-35
PHOTODIODE BASED ON THE EPITAXIAL PHOSPHIDE GALLIUM WITH INCREASED SENSITIVITY AT A WAVELENGTH OF 254 nm
Yurii Dobrovolsky, Volodymyr M. Lipka, Volodymyr V. Strebezhev, Yurii O. Sorokatyi, Mykola O. Sorokatyi, Olga P. Andreeva

36-39
DETERMINATION OF THE STRUCTURAL STATE AND STABILITY OF THE LASER CRYSTALLIZED Cd1-xМnxTe CRYSTAL SURFACE
Victor Strebezhev, Ivan Yuriychuk, Petro Fochuk, Sergiy Nichyi, Yuriy Dobrovolsky, Victoria Tkachuk, Mykola Sorokatyi, Yurii Sorokatyi

40-43
TECHNOLOGY AND MEASUREMENTS OF MAGNETORESISTANCE IN THIN-LAYERED FERROMAGNETIC STRUCTURES
Jakub Kisała, Karolina Czarnacka, Mateusz Gęca, Andrzej Kociubiński

44-47
STUDYING THE PROPERTIES OF PIXELS PERMUTATIONS BASED ON DISCRETIZED STANDARD MAP
Serhii Haliuk, Oleh Krulikovskyi, Vitalii Vlasenko

48-51
FACE RECOGNITION TECHNIQUES
Olexandr N. Romanyuk, Sergey I. Vyatkin, Sergii V. Pavlov, Pavlo I. Mykhaylov, Roman Y. Chekhmestruk, Ivan V. Perun

52-57
INVESTIGATION OF THE KOLMOGOROV-WIENER FILTER FOR CONTINUOUS FRACTAL PROCESSES ON THE BASIS OF THE CHEBYSHEV POLYNOMIALS OF THE FIRST KIND
Vyacheslav Gorev, Alexander Gusev, Valerii Korniienko

58-61
MODELLING OF SPINTRONIC DEVICES FOR APPLICATION IN RANDOM ACCESS MEMORY
Ruslan Politanskyi, Maria Vistak, Andriy Veryga, Tetyana Ruda

62-65
HARDWARE AND SOFTWARE MEANS FOR ELECTRONIC COMPONENTS AND SENSORS RESEARCH
Gryhoriy Barylo, Oksana Boyko, Ihor Gelzynskyy, Roman Holyaka, Zenon Hotra, Tetyana Marusenkova, Mykola Khilchuk, Magdalena Michalska

66-71
WAYS TO PRODUCE RENEWABLE ENERGY FROM CARBON DIOXIDE
Natalia Grigorieva, Viktor Shabaykovich, Larysa Gumeniuk, Pavlo Humeniuk, Lubov Dobrovolska, Dmitry Sobchuk

72-76
SATURATION OF THE ABSORPTION OF THERMAL RADIATION BY ATMOSPHERIC CARBON DIOXIDE
Jan Kubicki, Krzysztof Kopczyński, Jarosław Młyńczak

77-81
CLASSIFICATION OF MULTIDIMENSIONAL POLARIZATION MICROSCOPY RESULTS IN THE TECHNOLOGY OF FORENSIC INTELLECTUAL MONITORING OF HEART DISEASES
Oleg Vanchulyak, Serhii Golub, Mariia Talakh, Vyacheslav Gantyuk

82-86

DOI

https://doi.org/10.35784/iapgos.909

Authors

Oleg Vanchulyak

sudmed@bsmu.edu.ua

Bukovina State Medical University, Department of Forensic Medicine and Medical Law, Chernivtsi, Ukraine

http://orcid.org/0000-0003-0243-1894

Serhii Golub

fpkpk@ukr.net

herkasy State Technological University, Department of Automated Systems Software, Ukraine

http://orcid.org/0000-0002-5067-6848

Mariia Talakh

flaredreem@gmail.com

Yuriy Fedkovych Chernivtsi National University, Department of Computer Science, Ukraine

http://orcid.org/0000-0002-5523-6120

Vyacheslav Gantyuk

Vgantyuk2@gmail.com

Yuriy Fedkovych Chernivtsi National University, Department of Computer Science, Ukraine

http://orcid.org/0000-0003-0792-5113

Abstract

The work combines methods of multidimensional polarization microscopy, statistical processing of data and inductive modeling with the purpose of constructing a methodology for creation of intelligent systems for multi-level forensic medical monitoring based on the example of the post-mortem diagnosis of coronary heart disease and acute coronary insufficiency. The task of classifying the results of the study of biological materials for obtaining a diagnosis was solved. To obtain informative features, a model of biological tissue of the myocardium was developed and the main diagnostic parameters were determined (statistical moments of 1–4 orders of coordinate distributions of the values of azimuths and the ellipticity of polarization and their autocorrelation functions, as well as wavelet coefficients of the corresponding distributions), which are dynamic due to its necrotic changes. The classification of these data was provided by constructing a deciding rule in the multi – raw algorithm of the GMDH. The effectiveness of the described methodology has been experimentally proved.

Keywords:

forensic medical monitoring, polarization microscopy, informative signs, classification

References

Bachinskyi V. T., Boychuk T. M., Ushenko A. G., Dubolazov A. V., Vanchuliak O. Ya., Ushenko Yu. A., Ushenko V. A.: Laser polarimetry of biological tissues and fluids. LAP Lambert Academic Publishers, 2017.

Davis C. S.: Statistical Methods of the Analysis of the repeated measurements. Springer-Verlag, New York 2002.

Dubolazov O. V., Ushenko A. G., Bachynsky V. T. et al.: On the feasibilities of using the wavelet analysis of Mueller matrix images of biological crystals. Advances in Optical Technologies 2010, 162832. DOI: https://doi.org/10.1155/2010/162832

Garazdyuk M. S., Bachinskyi V. T., Vanchulyak O. Ya., Ushenko A. G., Dubolazov O. V., Gorsky M. P.: Polarization-phase images of liquor polycrystalline films in determining time of death. Appl. Opt. 55/2016, 67–71. DOI: https://doi.org/10.1364/AO.55.000B67

Gerrard A., Burch J. M.: Introduction to Matrix Methods in Optics. Dover Publications, Inc., New York 1994.

Golub S. V.: Multilevel modeling in environmental monitoring technologies. ChNU named after Bogdan Khmelnitsky, Cherkassy 2007.

Ivakhnenko A. G.: Inductive method of self-organization of models of complex systems. Science. Thought, Kiev 1981.

Lopera G., Curtis A. B.: Risk stratification for sudden cardiac death: current approaches and predictive value. Curr. Cardiol. Rev. 5/2009, 56–64. DOI: https://doi.org/10.2174/157340309787048130

Mozaffarian D., Benjamin E. J., et al.: Heart disease and stroke statistics–2015 update: a report from the American Heart Association. Circulation 131(4)/2015, 329–322.

Petrie B. Sabin: Medical Statistics at a Glance. Blackwell Publishing, 2005.

Rubart M., Zipes D.: Mechanisms of sudden cardiac death. Journal of Clinical Investigation 115(9)/2005, 2305–2315. DOI: https://doi.org/10.1172/JCI26381

Sakhnovskiy M. Yu., Ushenko Yu. O., Ushenko V. O., Besaha R. M., Pavlyukovich N., Pavlyukovich O.: Multiscale polarization dianostics of birefringent networks in problems of necrotic changes dianostics. Proc. SPIE 10612, 2018, 106121K.

Ushenko G., Dubolazov A.V., Ushenko V. A., Ushenko Yu. A., Pidkamin L. Y., Soltys I. V., Zhytaryuk V. G., Pavlyukovich G. N.: Mueller-matrix mapping of optically anisotropic fluorophores of molecular tissues in the diagnosis of death causes. Proc. SPIE 9971, 2016, 99712L. DOI: https://doi.org/10.1117/12.2237662

Ushenko Y. A., Arkhelyuk A. D., Sidor M. I., et al.: Laser polarization autofluorescence of endognous porphyrins of optically anisotropic biological tissues and fluids in diagnostics of necrotic and pathological changes of human organs. Appl. Opt. 53/2014, B181–B191. DOI: https://doi.org/10.1364/AO.53.00B181

Ushenko Yu. A., Sidor M. I., Pashkovskaia N., Koval G. D., Marchuk Yu. F., Andreichuk D.: Laser polarization-variable autofluorescence of the network of optically anisotropic biological tissues: diagnostics and differentiation of early stages of cancer of cervix uteri. Journal of Innovative Optical Health Sciences 7(6)/2014, 1450024. DOI: https://doi.org/10.1142/S1793545814500242

Ushenko Yu. A., Bachynsky V. T., Vanchulyak O. Ya., Dubolazov A. V., Garazdyuk M. S., Ushenko V. A.: Jones-matrix mapping of the complex degree of mutual anisotropy of birefringent protein networks during the differentiation of myocardium necrotic changes. Appl. Opt. 55/2016, B113–B119. DOI: https://doi.org/10.1364/AO.55.00B113

Ushenko Y. O., Dubolazov O. V., Karachevtsev A. O., Gorsky M. P., Marchuk Y. F.: Wavelet analysis of Fourier polarized images of the human bile. Appl. Opt. 51/2012, 133–C139. DOI: https://doi.org/10.1364/AO.51.00C133

Van der Werf C., Hofman N., Tan H. L., et al.: Diagnostic yield in the young: the experience of a tertiary referral center in The Netherlands Heart Rhythm., 7(10)/2010, 1383–1389. DOI: https://doi.org/10.1016/j.hrthm.2010.05.036

Zhiriakova I. A., Golub S. V.: A new approach to the conceptualization of knowledge. Technical sciences and technology 2/2015, 78–82.

Vanchulyak, O., Golub, S., Talakh, M., & Gantyuk, V. (2020). CLASSIFICATION OF MULTIDIMENSIONAL POLARIZATION MICROSCOPY RESULTS IN THE TECHNOLOGY OF FORENSIC INTELLECTUAL MONITORING OF HEART DISEASES . Informatyka, Automatyka, Pomiary W Gospodarce I Ochronie Środowiska, 10(1), 82–86. https://doi.org/10.35784/iapgos.909

CLASSIFICATION OF MULTIDIMENSIONAL POLARIZATION MICROSCOPY RESULTS IN THE TECHNOLOGY OF FORENSIC INTELLECTUAL MONITORING OF HEART DISEASES

Issue Vol. 10 No. 1 (2020)

Archives

DOI

Authors

Abstract

Keywords:

References

License

Article Sidebar

Issue Vol. 10 No. 1 (2020)

Archives

Main Article Content

DOI

Authors

Abstract

Keywords:

References

Article Details

License