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Modeling the Structure of MIMO-Agents and Their Interactions Read chapter Read first chapter

2019 | OriginalPaper | Chapter

Data Collection and Preparation of Training Samples for Problem Diagnosis of Vision Pathologies

Authors : Alexander P. Eremeev, Sergey A. Ivliev

Published in: Artificial Intelligence

Publisher: Springer International Publishing

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Abstract

The paper presents an approach and a methodology that were used to collect and store training samples. Preliminary processing in the decision support system for diagnosing complex vision pathologies is described. A training sample consists of various records of biopotentials obtained from a special medical device.

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Literature
1.
Anisimov, D.N., Vershinin, D.V., Kolosov, O.S., Zueva, M.V., Tsapenko, I.V.: Diagnostics of the current state of dynamic objects and systems of complex structure using fuzzy logic methods using simulation models. Artif. Intell. Decis. Making 3, 39–50 (2012). (in Russian)
2.
Eremeev, A.P., Ivliev, S.A.: Analysis and diagnosis of complex pathologies of vision based on wavelet transformations and the neural network approach. In: Proceedings of the VIII International Scientific and Technical Conference “Integrated Models and Soft Computing in Artificial Intelligence”, Kolomna, 18–20 May 2015, vol. 2, pp. 589–595 (2015). (in Russian)
3.
Eremeev, A.P., et al.: Using NoSQL databases and machine learning for implementation of intelligent decision system in complex vision patalogies. In: 2018 3rd Russian-Pacific Conference on Computer Technology and Applications (RPC), pp. 1–4 (2018)
4.
Eremeev, A., Ivliev, S.: Using convolutional neural networks for the analysis of nonstationary signals on the problem diagnostics vision pathologies. In: Kuznetsov, Sergei O., Osipov, Gennady S., Stefanuk, Vadim L. (eds.) RCAI 2018. CCIS, vol. 934, pp. 164–175. Springer, Cham (2018). https://​doi.​org/​10.​1007/​978-3-030-00617-4_​16CrossRef
5.
Basilea, C., Canavesea, D., Reganoa, L., Falcarinb, P., De Sutterc, B.: A meta-model for software protections and reverse engineering attacks. J. Syst. Softw. 150, 3–21 (2019)CrossRef
6.
Barraco, R., et al.: A comparison among different techniques for human ERG signals processing and classification. Physica Med.: Eur. J. Med. Phys. 30(1), 86–95 (2013)CrossRef
7.
Khodyko, D.L., Salomatin, S.B.: Adaptive filtering of a nonstationary structural signal. Reports of BSUIR. № 4 (66) (2012). (in Russian)
8.
Tsapenko, I.V.: Electrophysiological studies in the diagnosis of diseases of the retina and optic nerve (I). Federal State Institution “Institute of Eye Diseases. G. Helmholtz of the Ministry of Health of Russia” (2017). (in Russian)
9.
Korolenkova, V.A., Pronin, A.D., Kolosov, O.S.: The construction of the amplitude-frequency characteristics of the retina and the formalization of their parameters for use in diagnostic systems. In: Intelligent Systems, Control and Mechatronics - 2017: Materials of the All-Russian Scientific-Technical. Conference, Sevastopol, 18–20 September, pp. 175–178 (2017). (in Russian)
Metadata
Title
Data Collection and Preparation of Training Samples for Problem Diagnosis of Vision Pathologies
Authors
Alexander P. Eremeev
Sergey A. Ivliev
Copyright Year
2019
Book
Artificial Intelligence

Print ISBN: 978-3-030-30762-2

Electronic ISBN: 978-3-030-30763-9

Copyright Year: 2019

DOI
https://doi.org/10.1007/978-3-030-30763-9_23

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