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OutbreakTools: A new platform for disease outbreak analysis using the R software

The investigation of infectious disease outbreaks relies on the analysis of increasingly complex and diverse data, which offer new prospects for gaining insights into disease transmission processes and informing public health policies. However, the potential of such data can only be harnessed using...

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Autores principales: Jombart, Thibaut, Aanensen, David M., Baguelin, Marc, Birrell, Paul, Cauchemez, Simon, Camacho, Anton, Colijn, Caroline, Collins, Caitlin, Cori, Anne, Didelot, Xavier, Fraser, Christophe, Frost, Simon, Hens, Niel, Hugues, Joseph, Höhle, Michael, Opatowski, Lulla, Rambaut, Andrew, Ratmann, Oliver, Soubeyrand, Samuel, Suchard, Marc A., Wallinga, Jacco, Ypma, Rolf, Ferguson, Neil
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4058532/
https://www.ncbi.nlm.nih.gov/pubmed/24928667
http://dx.doi.org/10.1016/j.epidem.2014.04.003
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author Jombart, Thibaut
Aanensen, David M.
Baguelin, Marc
Birrell, Paul
Cauchemez, Simon
Camacho, Anton
Colijn, Caroline
Collins, Caitlin
Cori, Anne
Didelot, Xavier
Fraser, Christophe
Frost, Simon
Hens, Niel
Hugues, Joseph
Höhle, Michael
Opatowski, Lulla
Rambaut, Andrew
Ratmann, Oliver
Soubeyrand, Samuel
Suchard, Marc A.
Wallinga, Jacco
Ypma, Rolf
Ferguson, Neil
author_facet Jombart, Thibaut
Aanensen, David M.
Baguelin, Marc
Birrell, Paul
Cauchemez, Simon
Camacho, Anton
Colijn, Caroline
Collins, Caitlin
Cori, Anne
Didelot, Xavier
Fraser, Christophe
Frost, Simon
Hens, Niel
Hugues, Joseph
Höhle, Michael
Opatowski, Lulla
Rambaut, Andrew
Ratmann, Oliver
Soubeyrand, Samuel
Suchard, Marc A.
Wallinga, Jacco
Ypma, Rolf
Ferguson, Neil
author_sort Jombart, Thibaut
collection PubMed
description The investigation of infectious disease outbreaks relies on the analysis of increasingly complex and diverse data, which offer new prospects for gaining insights into disease transmission processes and informing public health policies. However, the potential of such data can only be harnessed using a number of different, complementary approaches and tools, and a unified platform for the analysis of disease outbreaks is still lacking. In this paper, we present the new R package OutbreakTools, which aims to provide a basis for outbreak data management and analysis in R. OutbreakTools is developed by a community of epidemiologists, statisticians, modellers and bioinformaticians, and implements classes and methods for storing, handling and visualizing outbreak data. It includes real and simulated outbreak datasets. Together with a number of tools for infectious disease epidemiology recently made available in R, OutbreakTools contributes to the emergence of a new, free and open-source platform for the analysis of disease outbreaks.
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spelling pubmed-40585322014-06-17 OutbreakTools: A new platform for disease outbreak analysis using the R software Jombart, Thibaut Aanensen, David M. Baguelin, Marc Birrell, Paul Cauchemez, Simon Camacho, Anton Colijn, Caroline Collins, Caitlin Cori, Anne Didelot, Xavier Fraser, Christophe Frost, Simon Hens, Niel Hugues, Joseph Höhle, Michael Opatowski, Lulla Rambaut, Andrew Ratmann, Oliver Soubeyrand, Samuel Suchard, Marc A. Wallinga, Jacco Ypma, Rolf Ferguson, Neil Epidemics Article The investigation of infectious disease outbreaks relies on the analysis of increasingly complex and diverse data, which offer new prospects for gaining insights into disease transmission processes and informing public health policies. However, the potential of such data can only be harnessed using a number of different, complementary approaches and tools, and a unified platform for the analysis of disease outbreaks is still lacking. In this paper, we present the new R package OutbreakTools, which aims to provide a basis for outbreak data management and analysis in R. OutbreakTools is developed by a community of epidemiologists, statisticians, modellers and bioinformaticians, and implements classes and methods for storing, handling and visualizing outbreak data. It includes real and simulated outbreak datasets. Together with a number of tools for infectious disease epidemiology recently made available in R, OutbreakTools contributes to the emergence of a new, free and open-source platform for the analysis of disease outbreaks. Elsevier 2014-06 /pmc/articles/PMC4058532/ /pubmed/24928667 http://dx.doi.org/10.1016/j.epidem.2014.04.003 Text en Crown Copyright © 2014 Published by Elsevier B.V. http://creativecommons.org/licenses/by/3.0/ This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/3.0/).
spellingShingle Article
Jombart, Thibaut
Aanensen, David M.
Baguelin, Marc
Birrell, Paul
Cauchemez, Simon
Camacho, Anton
Colijn, Caroline
Collins, Caitlin
Cori, Anne
Didelot, Xavier
Fraser, Christophe
Frost, Simon
Hens, Niel
Hugues, Joseph
Höhle, Michael
Opatowski, Lulla
Rambaut, Andrew
Ratmann, Oliver
Soubeyrand, Samuel
Suchard, Marc A.
Wallinga, Jacco
Ypma, Rolf
Ferguson, Neil
OutbreakTools: A new platform for disease outbreak analysis using the R software
title OutbreakTools: A new platform for disease outbreak analysis using the R software
title_full OutbreakTools: A new platform for disease outbreak analysis using the R software
title_fullStr OutbreakTools: A new platform for disease outbreak analysis using the R software
title_full_unstemmed OutbreakTools: A new platform for disease outbreak analysis using the R software
title_short OutbreakTools: A new platform for disease outbreak analysis using the R software
title_sort outbreaktools: a new platform for disease outbreak analysis using the r software
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4058532/
https://www.ncbi.nlm.nih.gov/pubmed/24928667
http://dx.doi.org/10.1016/j.epidem.2014.04.003
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