Russian Psychological Issues PsyJournals.ru
OPEN ACCESS JOURNALS
JournalsTopicsAuthorsEditor's Choice For AuthorsAbout PsyJournals.ruContact Us

Previous issue (2020. Vol. 10, no. 2)

Modelling and Data Analysis

Publisher: Moscow State University of Psychology and Education

ISSN (printed version): 2219-3758

ISSN (online): 2311-9454

DOI: https://doi.org/10.17759/mda

License: CC BY-NC 4.0

Started in 2011

Published 4 times a year

Free of fees
Open Access Journal

 

The Use of Neural Network Approaches in the Diagnosis of Diseases 28

|

Akhmed S.K.
Bachelor, Moscow Aviation Institute (National Research University), Moscow, Russia
ORCID: https://orcid.org/0000-0001-5057-4510
e-mail: untronix@outlook.com

Skorodumov S.V.
Associate Professor, Chair 806, Moscow Aviation Institute (National Research University), Moscow, Russia
ORCID: https://orcid.org/0000-0002-0442-2206
e-mail: skorodum@gmail.com

Abstract
The work is aimed at demonstrating the possibility of using neural network approaches to diagnosing diseases using the example of the diagnosis of coronavirus. A study of the trend in the spread of coronavirus is being conducted, based on data provided by WHO. Conclusions are drawn about the possibility of applying these approaches.

Keywords: neural networks, multilayer networks, convolutional neural networks, error matrix, WHO, coronavirus

Column: Artificial Intelligence

DOI: https://doi.org/10.17759/mda.2020100204

For Reference

References
  1. Andrés Ortiz, Jorge Munilla, Manuel Martínez-Ibañez, Juan M. Górriz, Javier Ramírez and Diego Salas-Gonzalez. Parkinson’s Disease Detection Using Isosurfaces-Based Features and Convolutional Neural Networks. Front Neuroinform. 2019;13:48. doi: 10.3389/fninf.2019.00048
  2. IBM Watson Website [Electronic resource]. IBM Watson. URL: https://www.ibm.com/watson-health
  3. Github [Electronic resource]. Github. https://github.com/Untronix0nly/Articles
  4. Nikolenko S., Kadurin A., Archangelskaya E. Deep learning / / Saint Petersburg: Piter, 2019–480 s: Il.
  5. Imagenet [Electronic resource]. Imagenet competition. URL: http://www.image-net.org/
  6. Kaiming He, Xiangyu Zhang, Shaoqing Ren, Jian Sun. Deep Residual Learning for Image Recognition [Electronic resource]. ArXiv. URL: https://arxiv.org/pdf/1512.03385.pdf
  7. Fuzhen Zhuang, Zhiyuan Qi, Keyu Duan, Dongbo Xi, Yongchun Zhu, Hengshu Zhu, Hui Xiong, Qing He. A Comprehensive Survey on Transfer Learning [Electronic resource]. ArXiv. URL: https://arxiv.org/pdf/1911.02685.pdf
 
About PsyJournals.ru

© 2007–2021 Portal of Russian Psychological Publications. All rights reserved

PsyJournals.ru in Russian

Publisher: Moscow State University of Psychology and Education

Catalogue of academic journals in psychology & education MSUPE

Creative Commons License Open Access Repository     Webometrics Ranking of Repositories

RSS Psyjournals at facebook Psyjournals at Twitter Psyjournals at Youtube ??????.???????