Intelligent Decision-Support System for Epidemiological Diagnostics. I. A Concept of Architecture Design

The problems of decision support for epidemiological diagnostics are investigated. The basis for supporting decision-making is mathematical tools for analyzing morbidity data, as well as modeling of epidemic processes. The current state of research in this area is analyzed. The features of decision-...

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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/PMC9433526/
https://www.ncbi.nlm.nih.gov/pubmed/36065231
http://dx.doi.org/10.1007/s10559-022-00466-x
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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 problems of decision support for epidemiological diagnostics are investigated. The basis for supporting decision-making is mathematical tools for analyzing morbidity data, as well as modeling of epidemic processes. The current state of research in this area is analyzed. The features of decision-making in epidemiology and public health are formalized. Principles for the development of an intelligent information system for decision-making support for epidemiological diagnostics are proposed. A systemic model of the system, a model of the interaction of elements of the epidemiological diagnostics system and the interaction of logical components of the information system has been developed. Taking into account the identified features of these processes, the concept of the architecture of such an intelligent information system is proposed.
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spelling pubmed-94335262022-09-01 Intelligent Decision-Support System for Epidemiological Diagnostics. I. A Concept of Architecture Design Bazilevych, K. O. Chumachenko, D. I. Hulianytskyi, L. F. Meniailov, I. S. Yakovlev, S. V. Cybern Syst Anal Article The problems of decision support for epidemiological diagnostics are investigated. The basis for supporting decision-making is mathematical tools for analyzing morbidity data, as well as modeling of epidemic processes. The current state of research in this area is analyzed. The features of decision-making in epidemiology and public health are formalized. Principles for the development of an intelligent information system for decision-making support for epidemiological diagnostics are proposed. A systemic model of the system, a model of the interaction of elements of the epidemiological diagnostics system and the interaction of logical components of the information system has been developed. Taking into account the identified features of these processes, the concept of the architecture of such an intelligent information system is proposed. Springer US 2022-09-01 2022 /pmc/articles/PMC9433526/ /pubmed/36065231 http://dx.doi.org/10.1007/s10559-022-00466-x Text en © Springer Science+Business Media, LLC, part of Springer Nature 2022, Springer Nature or its licensor 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. I. A Concept of Architecture Design
title Intelligent Decision-Support System for Epidemiological Diagnostics. I. A Concept of Architecture Design
title_full Intelligent Decision-Support System for Epidemiological Diagnostics. I. A Concept of Architecture Design
title_fullStr Intelligent Decision-Support System for Epidemiological Diagnostics. I. A Concept of Architecture Design
title_full_unstemmed Intelligent Decision-Support System for Epidemiological Diagnostics. I. A Concept of Architecture Design
title_short Intelligent Decision-Support System for Epidemiological Diagnostics. I. A Concept of Architecture Design
title_sort intelligent decision-support system for epidemiological diagnostics. i. a concept of architecture design
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9433526/
https://www.ncbi.nlm.nih.gov/pubmed/36065231
http://dx.doi.org/10.1007/s10559-022-00466-x
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