An Intelligent System for Medical Decision Support in Differential Diagnosis and Treatment of COVID-19

The development of electronic services to help doctors in the diagnosis and treatment of COVID-19 is discussed. The existing systems for such purposes are analyzed, and requirements for them are formulated. The architecture of an intelligent medical decision support system and the basic principles o...

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Autores principales: Gribova, V. V., Kul’chin, Yu. N., Petryaeva, M. V., Okun’, D. B., Kovalev, R. I., Shalfeeva, E. A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Pleiades Publishing 2022
Materias:
Scientific Session of the General Meeting of the RAS Members “The Role of Science in Overcoming Pandemics and Postcrisis Development of Society”
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9447974/
https://www.ncbi.nlm.nih.gov/pubmed/36091842
http://dx.doi.org/10.1134/S1019331622040128
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author Gribova, V. V.
Kul’chin, Yu. N.
Petryaeva, M. V.
Okun’, D. B.
Kovalev, R. I.
Shalfeeva, E. A.
author_facet Gribova, V. V.
Kul’chin, Yu. N.
Petryaeva, M. V.
Okun’, D. B.
Kovalev, R. I.
Shalfeeva, E. A.
author_sort Gribova, V. V.
collection PubMed
description The development of electronic services to help doctors in the diagnosis and treatment of COVID-19 is discussed. The existing systems for such purposes are analyzed, and requirements for them are formulated. The architecture of an intelligent medical decision support system and the basic principles of its development using an ontology-oriented approach are given. The unique capabilities of the system are shown, and its information and software components are described.
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spelling pubmed-94479742022-09-06 An Intelligent System for Medical Decision Support in Differential Diagnosis and Treatment of COVID-19 Gribova, V. V. Kul’chin, Yu. N. Petryaeva, M. V. Okun’, D. B. Kovalev, R. I. Shalfeeva, E. A. Her Russ Acad Sci Scientific Session of the General Meeting of the RAS Members “The Role of Science in Overcoming Pandemics and Postcrisis Development of Society” The development of electronic services to help doctors in the diagnosis and treatment of COVID-19 is discussed. The existing systems for such purposes are analyzed, and requirements for them are formulated. The architecture of an intelligent medical decision support system and the basic principles of its development using an ontology-oriented approach are given. The unique capabilities of the system are shown, and its information and software components are described. Pleiades Publishing 2022-09-06 2022 /pmc/articles/PMC9447974/ /pubmed/36091842 http://dx.doi.org/10.1134/S1019331622040128 Text en © Pleiades Publishing, Ltd. 2022, ISSN 1019-3316, Herald of the Russian Academy of Sciences, 2022, Vol. 92, No. 4, pp. 511–519. © Pleiades Publishing, Ltd., 2022.Russian Text © The Author(s), 2022, published in Vestnik Rossiiskoi Akademii Nauk, 2022, Vol. 92, No. 8, pp. 781–789. 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 Scientific Session of the General Meeting of the RAS Members “The Role of Science in Overcoming Pandemics and Postcrisis Development of Society”
Gribova, V. V.
Kul’chin, Yu. N.
Petryaeva, M. V.
Okun’, D. B.
Kovalev, R. I.
Shalfeeva, E. A.
An Intelligent System for Medical Decision Support in Differential Diagnosis and Treatment of COVID-19
title An Intelligent System for Medical Decision Support in Differential Diagnosis and Treatment of COVID-19
title_full An Intelligent System for Medical Decision Support in Differential Diagnosis and Treatment of COVID-19
title_fullStr An Intelligent System for Medical Decision Support in Differential Diagnosis and Treatment of COVID-19
title_full_unstemmed An Intelligent System for Medical Decision Support in Differential Diagnosis and Treatment of COVID-19
title_short An Intelligent System for Medical Decision Support in Differential Diagnosis and Treatment of COVID-19
title_sort intelligent system for medical decision support in differential diagnosis and treatment of covid-19
topic Scientific Session of the General Meeting of the RAS Members “The Role of Science in Overcoming Pandemics and Postcrisis Development of Society”
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9447974/
https://www.ncbi.nlm.nih.gov/pubmed/36091842
http://dx.doi.org/10.1134/S1019331622040128
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