Literature DB >> 35103090

On intelligent agent-based simulation of COVID-19 epidemic process in Ukraine.

Dmytro Chumachenko1, Ievgen Meniailov1, Kseniia Bazilevych1, Tetyana Chumachenko2, Sergiy Yakovlev1.   

Abstract

COVID-19 has impacted all areas of human activity around the world. Modern society has not faced such a challenge. Affordable travel and flights between continents allowed the virus to rapidly spread to all corners of the world. An effective tool for the development of anti-epidemic measures is mathematical modeling. The paper proposes a simulation model of COVID-19 propagation based on an agent-based approach. The case of the spread of the epidemic process before vaccination is considered. To verify the model, we used the data of official statistics on the incidence of COVID-19 in Ukraine, provided by the Center for Public Health of the Ministry of Health of Ukraine. The constructed model makes it possible to identify the factors influencing the development of the COVID-19 epidemic in a certain area.
© 2021 The Author(s). Published by Elsevier B.V.

Entities:  

Keywords:  Agent-based simulation; COVID-19; compartement model; epidemic model; epidemic process

Year:  2022        PMID: 35103090      PMCID: PMC8790955          DOI: 10.1016/j.procs.2021.12.310

Source DB:  PubMed          Journal:  Procedia Comput Sci


  7 in total

1.  A stochastic agent-based model of the SARS-CoV-2 epidemic in France.

Authors:  Nicolas Hoertel; Martin Blachier; Carlos Blanco; Mark Olfson; Marc Massetti; Marina Sánchez Rico; Frédéric Limosin; Henri Leleu
Journal:  Nat Med       Date:  2020-07-14       Impact factor: 53.440

2.  Predictive modeling based on small data in clinical medicine: RBF-based additive input-doubling method.

Authors:  Ivan Izonin; Roman Tkachenko; Ivanna Dronyuk; Pavlo Tkachenko; Michal Gregus; Mariia Rashkevych
Journal:  Math Biosci Eng       Date:  2021-03-17       Impact factor: 2.080

3.  Social Support is Key to Retention in Care during Covid-19 Pandemic among Older People with HIV and Substance Use Disorders in Ukraine.

Authors:  Julia Rozanova; Sheela Shenoi; Irina Zaviryukha; Oleksandr Zeziulin; Tetiana Kiriazova; Katherine Rich; Elmira Mamedova; Volodymyr Yariy
Journal:  Subst Use Misuse       Date:  2020-07-15       Impact factor: 2.164

Review 4.  COVID-19: Current understanding of its Pathophysiology, Clinical presentation and Treatment.

Authors:  Anant Parasher
Journal:  Postgrad Med J       Date:  2020-09-25       Impact factor: 2.401

5.  COVID-19 IN DIABETES PATIENTS IN UKRAINE: LESSONS FOR DOCTORS AND PATIENTS.

Authors:  B Mankovsky; O Halushko
Journal:  Georgian Med News       Date:  2020-04

6.  An agent-based approach for modeling dynamics of contagious disease spread.

Authors:  Liliana Perez; Suzana Dragicevic
Journal:  Int J Health Geogr       Date:  2009-08-05       Impact factor: 3.918

7.  Pathomorphological peculiarities of tuberculous meningoencephalitis associated with HIV infection.

Authors:  Volodymyr M Kozko; Andriy V Bondarenko; Anatoliy V Gavrylov; Olga S Shevchenko; Vitalii V Gargin
Journal:  Interv Med Appl Sci       Date:  2017-09
  7 in total

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