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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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Formato: | Online Artículo Texto |
Lenguaje: | English |
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2019
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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. |
format | Online Article Text |
id | pubmed-7122630 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT kurahashisetsuya anagentbasedinfectiousdiseasemodelofrubellaoutbreaks AT kurahashisetsuya agentbasedinfectiousdiseasemodelofrubellaoutbreaks |