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An Infectious Disease Outbreak Simulator Based on the Cellular Automata Paradigm
In this paper, we propose the use of Cellular Automata paradigm to simulate an infectious disease outbreak. The simulator facilitates the study of dynamics of epidemics of different infectious diseases, and has been applied to study the effects of spread vaccination and ring vaccination strategies....
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
2006
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7120465/ http://dx.doi.org/10.1007/11553762_20 |
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author | Venkatachalam, Sangeeta Mikler, Armin R. |
author_facet | Venkatachalam, Sangeeta Mikler, Armin R. |
author_sort | Venkatachalam, Sangeeta |
collection | PubMed |
description | In this paper, we propose the use of Cellular Automata paradigm to simulate an infectious disease outbreak. The simulator facilitates the study of dynamics of epidemics of different infectious diseases, and has been applied to study the effects of spread vaccination and ring vaccination strategies. Fundamentally the simulator loosely simulates SIR (Susceptible Infected Removed) and SEIR (Susceptible Exposed Infected Removed). The Geo-spatial model with global interaction and our approach of global stochastic cellular automata are also discussed. The global stochastic cellular automata takes into account the demography, culture of a region. The simulator can be used to study the dynamics of disease epidemics over large geographic regions. We analyze the effects of distances and interaction on the spread of various diseases. |
format | Online Article Text |
id | pubmed-7120465 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2006 |
record_format | MEDLINE/PubMed |
spelling | pubmed-71204652020-04-06 An Infectious Disease Outbreak Simulator Based on the Cellular Automata Paradigm Venkatachalam, Sangeeta Mikler, Armin R. Innovative Internet Community Systems Article In this paper, we propose the use of Cellular Automata paradigm to simulate an infectious disease outbreak. The simulator facilitates the study of dynamics of epidemics of different infectious diseases, and has been applied to study the effects of spread vaccination and ring vaccination strategies. Fundamentally the simulator loosely simulates SIR (Susceptible Infected Removed) and SEIR (Susceptible Exposed Infected Removed). The Geo-spatial model with global interaction and our approach of global stochastic cellular automata are also discussed. The global stochastic cellular automata takes into account the demography, culture of a region. The simulator can be used to study the dynamics of disease epidemics over large geographic regions. We analyze the effects of distances and interaction on the spread of various diseases. 2006 /pmc/articles/PMC7120465/ http://dx.doi.org/10.1007/11553762_20 Text en © Springer-Verlag Berlin Heidelberg 2006 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 Venkatachalam, Sangeeta Mikler, Armin R. An Infectious Disease Outbreak Simulator Based on the Cellular Automata Paradigm |
title | An Infectious Disease Outbreak Simulator Based on the Cellular Automata Paradigm |
title_full | An Infectious Disease Outbreak Simulator Based on the Cellular Automata Paradigm |
title_fullStr | An Infectious Disease Outbreak Simulator Based on the Cellular Automata Paradigm |
title_full_unstemmed | An Infectious Disease Outbreak Simulator Based on the Cellular Automata Paradigm |
title_short | An Infectious Disease Outbreak Simulator Based on the Cellular Automata Paradigm |
title_sort | infectious disease outbreak simulator based on the cellular automata paradigm |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7120465/ http://dx.doi.org/10.1007/11553762_20 |
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