Intelligent Decision-Support System for Epidemiological Diagnostics. II. Information Technologies Development(*), (**)

The article projects the components of the intelligent decision support system for epidemiological diagnostics and investigates their interaction with the user. The system includes a bank of models and machine learning methods, a bank of population dynamics models, visualization and reporting tools,...

Descripción completa

Detalles Bibliográficos
Autores principales: Bazilevych, K. O., Chumachenko, D. I., Hulianytskyi, L. F., Meniailov, I. S., Yakovlev, S. V.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9579555/
https://www.ncbi.nlm.nih.gov/pubmed/36277852
http://dx.doi.org/10.1007/s10559-022-00484-9
_version_ 1784812207106686976
author Bazilevych, K. O.
Chumachenko, D. I.
Hulianytskyi, L. F.
Meniailov, I. S.
Yakovlev, S. V.
author_facet Bazilevych, K. O.
Chumachenko, D. I.
Hulianytskyi, L. F.
Meniailov, I. S.
Yakovlev, S. V.
author_sort Bazilevych, K. O.
collection PubMed
description The article projects the components of the intelligent decision support system for epidemiological diagnostics and investigates their interaction with the user. The system includes a bank of models and machine learning methods, a bank of population dynamics models, visualization and reporting tools, and management decision-making unit. The concept of information technology to ensure biosafety of the population is provided. A model of specified information technology use cases is developed and a sequence diagram is constructed. A model of information technology components and ways of their deployment on a server are proposed.
format Online
Article
Text
id pubmed-9579555
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher Springer US
record_format MEDLINE/PubMed
spelling pubmed-95795552022-10-19 Intelligent Decision-Support System for Epidemiological Diagnostics. II. Information Technologies Development(*), (**) Bazilevych, K. O. Chumachenko, D. I. Hulianytskyi, L. F. Meniailov, I. S. Yakovlev, S. V. Cybern Syst Anal Article The article projects the components of the intelligent decision support system for epidemiological diagnostics and investigates their interaction with the user. The system includes a bank of models and machine learning methods, a bank of population dynamics models, visualization and reporting tools, and management decision-making unit. The concept of information technology to ensure biosafety of the population is provided. A model of specified information technology use cases is developed and a sequence diagram is constructed. A model of information technology components and ways of their deployment on a server are proposed. Springer US 2022-10-18 2022 /pmc/articles/PMC9579555/ /pubmed/36277852 http://dx.doi.org/10.1007/s10559-022-00484-9 Text en © Springer Science+Business Media, LLC, part of Springer Nature 2022, Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law. This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic.
spellingShingle Article
Bazilevych, K. O.
Chumachenko, D. I.
Hulianytskyi, L. F.
Meniailov, I. S.
Yakovlev, S. V.
Intelligent Decision-Support System for Epidemiological Diagnostics. II. Information Technologies Development(*), (**)
title Intelligent Decision-Support System for Epidemiological Diagnostics. II. Information Technologies Development(*), (**)
title_full Intelligent Decision-Support System for Epidemiological Diagnostics. II. Information Technologies Development(*), (**)
title_fullStr Intelligent Decision-Support System for Epidemiological Diagnostics. II. Information Technologies Development(*), (**)
title_full_unstemmed Intelligent Decision-Support System for Epidemiological Diagnostics. II. Information Technologies Development(*), (**)
title_short Intelligent Decision-Support System for Epidemiological Diagnostics. II. Information Technologies Development(*), (**)
title_sort intelligent decision-support system for epidemiological diagnostics. ii. information technologies development(*), (**)
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9579555/
https://www.ncbi.nlm.nih.gov/pubmed/36277852
http://dx.doi.org/10.1007/s10559-022-00484-9
work_keys_str_mv AT bazilevychko intelligentdecisionsupportsystemforepidemiologicaldiagnosticsiiinformationtechnologiesdevelopment
AT chumachenkodi intelligentdecisionsupportsystemforepidemiologicaldiagnosticsiiinformationtechnologiesdevelopment
AT hulianytskyilf intelligentdecisionsupportsystemforepidemiologicaldiagnosticsiiinformationtechnologiesdevelopment
AT meniailovis intelligentdecisionsupportsystemforepidemiologicaldiagnosticsiiinformationtechnologiesdevelopment
AT yakovlevsv intelligentdecisionsupportsystemforepidemiologicaldiagnosticsiiinformationtechnologiesdevelopment

Ejemplares similares