CONSTRUCTION OF INTELLECTUAL NEURAL NETWORK TO DIAGNOSE LIVER DISEASES

Authors

  • V. M. Sineglazov National Aviation University
  • I. О. Vetsko National Aviation University

DOI:

https://doi.org/10.18372/1990-5548.51.11671

Keywords:

Fibrosis, elastography, liver disease, neural network, medical diagnosis, elastogram.

Abstract

Considered the methods of examination of the liver, namely medical diagnosis of fibrosis-elastography. Improved diagnosis and minimize the time to diagnosis. 

Author Biographies

V. M. Sineglazov, National Aviation University

Doctor of Engineering. Professor.
Educational & Research Institute of Information and Diagnostic Systems, Aviation Computer-Integrated Complexes  Department

I. О. Vetsko, National Aviation University

Student.
Educational & Research Institute of Information and Diagnostic Systems, Aviation Computer-Integrated Complexes  Departmen

References

F. Rosenblatt. Principles neurodynamics. Perceptron and the theory of brain mechanisms. Ed. C.M. Osovets, M0scow, Peace, 1965.

A. N. Gorban and D. A. Russiev. Neural networks on personal computer. Novosibirsk, Nauka, 1996, 276 p.

A. N. Gorban, V. L. Dunin-Barkovskii, E. M. Mirkes, and et al. Neuroinformatics. Novosibirsk, Nauka, 1998.

A. N. Gorban, D. A. Russiev, S. E. Gilev, and et al. “Medical and physiological applications of Multi-Neuron neural simulator.” Proceedings of World Congress on Neural Networks-1995 WCNN`95),

vol. 1, Washington, 1995, pp. 170–175.

A. N. Gorban, D. A. Russiev, S. E. Gilev, and et al. “NeuroComp” group: neural-networks software and its application. Russian Academy of Sciences, Krasnoyarsk Computing Center. Preprint no.8. Krasnoyarsk, 1995.

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Issue

Vol. 1 No. 51 (2017)

Section

THEORY AND METHODS OF SIGNAL PROCESSING

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