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An Agent-Based Infectious Disease Model of Rubella Outbreaks

This study proposes a simulation model of rubella. SIR (Susceptible, Infected, Recovered) model has been widely used to analyse infectious diseases such as influenza, smallpox, bioterrorism, to name a few. On the other hand, agent-based model begins to spread in recent years. The model enables to re...

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Detalles Bibliográficos
Autor principal: Kurahashi, Setsuya
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7122630/
http://dx.doi.org/10.1007/978-981-13-8679-4_20
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author Kurahashi, Setsuya
author_facet Kurahashi, Setsuya
author_sort Kurahashi, Setsuya
collection PubMed
description This study proposes a simulation model of rubella. SIR (Susceptible, Infected, Recovered) model has been widely used to analyse infectious diseases such as influenza, smallpox, bioterrorism, to name a few. On the other hand, agent-based model begins to spread in recent years. The model enables to represent the behaviour of each person on the computer. It also reveals the spread of infection by simulation of the contact process among people in the model. The study designs a model based on smallpox and Ebola fever model in which several health policies are decided such as vaccination, the gender-specific workplace and so on. The infectious simulation of rubella, which has not yet vaccinated completely for men in Japan, is implemented in the model. As results of experiments using the model, it has been found that preventive vaccine to all the men is crucial factors to prevent the spread in women.
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spelling pubmed-71226302020-04-06 An Agent-Based Infectious Disease Model of Rubella Outbreaks Kurahashi, Setsuya Agents and Multi-agent Systems: Technologies and Applications 2019 Article This study proposes a simulation model of rubella. SIR (Susceptible, Infected, Recovered) model has been widely used to analyse infectious diseases such as influenza, smallpox, bioterrorism, to name a few. On the other hand, agent-based model begins to spread in recent years. The model enables to represent the behaviour of each person on the computer. It also reveals the spread of infection by simulation of the contact process among people in the model. The study designs a model based on smallpox and Ebola fever model in which several health policies are decided such as vaccination, the gender-specific workplace and so on. The infectious simulation of rubella, which has not yet vaccinated completely for men in Japan, is implemented in the model. As results of experiments using the model, it has been found that preventive vaccine to all the men is crucial factors to prevent the spread in women. 2019-05-07 /pmc/articles/PMC7122630/ http://dx.doi.org/10.1007/978-981-13-8679-4_20 Text en © Springer Nature Singapore Pte Ltd. 2020 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
Kurahashi, Setsuya
An Agent-Based Infectious Disease Model of Rubella Outbreaks
title An Agent-Based Infectious Disease Model of Rubella Outbreaks
title_full An Agent-Based Infectious Disease Model of Rubella Outbreaks
title_fullStr An Agent-Based Infectious Disease Model of Rubella Outbreaks
title_full_unstemmed An Agent-Based Infectious Disease Model of Rubella Outbreaks
title_short An Agent-Based Infectious Disease Model of Rubella Outbreaks
title_sort agent-based infectious disease model of rubella outbreaks
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7122630/
http://dx.doi.org/10.1007/978-981-13-8679-4_20
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