Email this article On the Development of Intellectual Components of a Decision Support System for Medical Care in Manned Space Exploration Missions
- Authors: Perevedentsev O.V.1, Orlov O.I.1, Levanov V.M.1
-
Affiliations:
- State Scientific Center of the Russian Federation—Institute of Biomedical Problems, Russian Academy of Sciences
- Issue: Vol 45, No 7 (2019)
- Pages: 773-775
- Section: Article
- URL: https://journals.rcsi.science/0362-1197/article/view/178436
- DOI: https://doi.org/10.1134/S0362119719070144
- ID: 178436
Cite item
Open Access
Access granted
Subscription Access
Abstract
The paper is dedicated to analysis of artificial neuron network efficiency in processing the data of remote medical monitoring of participants in the Sirius-17 analog study conducted by the Institute of Biomedical Problems in 2017. The authors propose an ingenious data processing algorithm involving a self-learning multilayer artificial neuron network (ANN) capable of predicting health dynamics with the help of an integrated index of subjective health assessment.
About the authors
O. V. Perevedentsev
State Scientific Center of the Russian Federation—Institute of Biomedical Problems, Russian Academy of Sciences
Author for correspondence.
Email: perevol@imbp.ru
Russian Federation, Moscow, 123007
O. I. Orlov
State Scientific Center of the Russian Federation—Institute of Biomedical Problems, Russian Academy of Sciences
Email: perevol@imbp.ru
Russian Federation, Moscow, 123007
V. M. Levanov
State Scientific Center of the Russian Federation—Institute of Biomedical Problems, Russian Academy of Sciences
Email: perevol@imbp.ru
Russian Federation, Moscow, 123007
Supplementary files
