epiflows: an R package for risk assessment of travel-related spread of disease

Author:

Moraga PaulaORCID,Dorigatti Ilaria,Kamvar Zhian N.ORCID,Piatkowski Pawel,Toikkanen Salla E.,Nagraj VPORCID,Donnelly Christl A.,Jombart ThibautORCID

Abstract

As international travel increases worldwide, new surveillance tools are needed to help identify locations where diseases are most likely to be spread and prevention measures need to be implemented. In this paper we present epiflows, an R package for risk assessment of travel-related spread of disease. epiflows produces estimates of the expected number of symptomatic and/or asymptomatic infections that could be introduced to other locations from the source of infection. Estimates (average and confidence intervals) of the number of infections introduced elsewhere are obtained by integrating data on the cumulative number of cases reported, population movement, length of stay and information on the distributions of the incubation and infectious periods of the disease. The package also provides tools for geocoding and visualization. We illustrate the use of epiflows by assessing the risk of travel-related spread of yellow fever cases in Southeast Brazil in December 2016 to May 2017.

Funder

National Institute for Health Research

UK Medical Research Council

Imperial College Junior Research Fellowship

Publisher

F1000 Research Ltd

Subject

General Pharmacology, Toxicology and Pharmaceutics,General Immunology and Microbiology,General Biochemistry, Genetics and Molecular Biology,General Medicine

Reference17 articles.

1. Global health security: the wider lessons from the west African Ebola virus disease epidemic.;D Heymann;Lancet.,2015

2. International risk of yellow fever spread from the ongoing outbreak in Brazil, December 2016 to May 2017.;I Dorigatti;Euro Surveill.,2017

3. devtools: Tools to Make Developing R Packages Easier;H Wickham,2017

4. Classes and methods for spatial data in R.;E Pebesma;R News.,2005

5. geosphere: Spherical Trigonometry;R Hijmans,2016

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3