• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

EpiFire:一个用于接触网络流行病学的开源 C++ 库和应用程序。

EpiFire: An open source C++ library and application for contact network epidemiology.

机构信息

Section of Integrative Biology, University of Texas at Austin, 78712, USA.

出版信息

BMC Bioinformatics. 2012 May 4;13:76. doi: 10.1186/1471-2105-13-76.

DOI:10.1186/1471-2105-13-76
PMID:22559915
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC3496579/
Abstract

BACKGROUND

Contact network models have become increasingly common in epidemiology, but we lack a flexible programming framework for the generation and analysis of epidemiological contact networks and for the simulation of disease transmission through such networks.

RESULTS

Here we present EpiFire, an applications programming interface and graphical user interface implemented in C++, which includes a fast and efficient library for generating, analyzing and manipulating networks. Network-based percolation and chain-binomial simulations of susceptible-infected-recovered disease transmission, as well as traditional non-network mass-action simulations, can be performed using EpiFire.

CONCLUSIONS

EpiFire provides an open-source programming interface for the rapid development of network models with a focus in contact network epidemiology. EpiFire also provides a point-and-click interface for generating networks, conducting epidemic simulations, and creating figures. This interface is particularly useful as a pedagogical tool.

摘要

背景

接触网络模型在流行病学中越来越常见,但我们缺乏一个灵活的编程框架,用于生成和分析流行病学接触网络,以及通过这些网络模拟疾病传播。

结果

在这里,我们展示了 EpiFire,这是一个用 C++实现的应用程序编程接口和图形用户界面,它包括一个快速有效的库,用于生成、分析和操作网络。可以使用 EpiFire 进行基于网络的渗透和二项式连锁的易感-感染-恢复疾病传播模拟,以及传统的非网络的大量行动模拟。

结论

EpiFire 为网络模型的快速开发提供了一个开源编程接口,重点是接触网络流行病学。EpiFire 还为生成网络、进行流行病模拟和创建图形提供了一个点击式界面。该界面特别可用作教学工具。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/314d/3496579/3b5a170e6c95/1471-2105-13-76-3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/314d/3496579/b0c8d11d9090/1471-2105-13-76-1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/314d/3496579/2df6aed5cbd7/1471-2105-13-76-2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/314d/3496579/3b5a170e6c95/1471-2105-13-76-3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/314d/3496579/b0c8d11d9090/1471-2105-13-76-1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/314d/3496579/2df6aed5cbd7/1471-2105-13-76-2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/314d/3496579/3b5a170e6c95/1471-2105-13-76-3.jpg

相似文献

1
EpiFire: An open source C++ library and application for contact network epidemiology.EpiFire:一个用于接触网络流行病学的开源 C++ 库和应用程序。
BMC Bioinformatics. 2012 May 4;13:76. doi: 10.1186/1471-2105-13-76.
2
Temporal Gillespie Algorithm: Fast Simulation of Contagion Processes on Time-Varying Networks.时态 Gillespie 算法:时变网络上传染过程的快速模拟
PLoS Comput Biol. 2015 Oct 30;11(10):e1004579. doi: 10.1371/journal.pcbi.1004579. eCollection 2015 Oct.
3
Effects of contact network structure on epidemic transmission trees: implications for data required to estimate network structure.接触网络结构对疫情传播树的影响:对估计网络结构所需数据的启示
Stat Med. 2018 Jan 30;37(2):236-248. doi: 10.1002/sim.7259. Epub 2017 Feb 13.
4
The GLEaMviz computational tool, a publicly available software to explore realistic epidemic spreading scenarios at the global scale.GLEaMviz 计算工具,一个可公开获取的软件,用于探索全球范围内真实的传染病传播场景。
BMC Infect Dis. 2011 Feb 2;11:37. doi: 10.1186/1471-2334-11-37.
5
Statistical inference to advance network models in epidemiology.用统计学推理推动流行病学中的网络模型。
Epidemics. 2011 Mar;3(1):38-45. doi: 10.1016/j.epidem.2011.01.002. Epub 2011 Jan 28.
6
Vaccination strategies on dynamic networks with indirect transmission links and limited contact information.具有间接传播链路和有限接触信息的动态网络上的疫苗接种策略。
PLoS One. 2020 Nov 12;15(11):e0241612. doi: 10.1371/journal.pone.0241612. eCollection 2020.
7
Modelling COVID-19 transmission in a hemodialysis centre using simulation generated contacts matrices.利用仿真生成的接触矩阵对血液透析中心的 COVID-19 传播进行建模。
PLoS One. 2021 Nov 19;16(11):e0259970. doi: 10.1371/journal.pone.0259970. eCollection 2021.
8
Stochastic analysis of epidemics on adaptive time varying networks.自适应时变网络上流行病的随机分析
Phys Rev E Stat Nonlin Soft Matter Phys. 2013 Jun;87(6):062810. doi: 10.1103/PhysRevE.87.062810. Epub 2013 Jun 19.
9
Epidemic threshold of the susceptible-infected-susceptible model on complex networks.复杂网络上易感-感染-易感模型的流行阈值
Phys Rev E Stat Nonlin Soft Matter Phys. 2013 Jun;87(6):062812. doi: 10.1103/PhysRevE.87.062812. Epub 2013 Jun 19.
10
Disease contact tracing in random and clustered networks.随机网络和聚类网络中的疾病接触者追踪
Proc Biol Sci. 2005 Jul 7;272(1570):1407-14. doi: 10.1098/rspb.2005.3092.

引用本文的文献

1
Design of effective outpatient sentinel surveillance for COVID-19 decision-making: a modeling study.设计有效的 COVID-19 决策门诊哨点监测:建模研究。
BMC Infect Dis. 2023 May 4;23(1):287. doi: 10.1186/s12879-023-08261-5.
2
Effectiveness analysis of multiple epidemic prevention measures in the context of COVID-19 using the SVIRD model and ensemble Kalman filter.基于SVIRD模型和集合卡尔曼滤波器的新冠肺炎疫情下多种防疫措施有效性分析
Heliyon. 2023 Mar;9(3):e14231. doi: 10.1016/j.heliyon.2023.e14231. Epub 2023 Mar 2.
3
Network interventions for managing the COVID-19 pandemic and sustaining economy.

本文引用的文献

1
Migration of moth species in a network of small islands.蛾类物种在一个小岛屿网络中的迁徙。
Oecologia. 1996 Dec;108(4):643-651. doi: 10.1007/BF00329038.
2
Epidemiological bridging by injection drug use drives an early HIV epidemic.注射吸毒导致艾滋病早期流行的流行病学联系。
Epidemics. 2010 Sep;2(3):155-164. doi: 10.1016/j.epidem.2010.06.003. Epub 2010 Jun 19.
3
Epinome - a novel workbench for epidemic investigation and analysis of search strategies in public health practice.Epinome——用于公共卫生实践中疫情调查和搜索策略分析的新型工作台。
网络干预措施管理 COVID-19 大流行和维持经济。
Proc Natl Acad Sci U S A. 2020 Dec 1;117(48):30285-30294. doi: 10.1073/pnas.2014297117. Epub 2020 Nov 11.
4
Using the contact network model and Metropolis-Hastings sampling to reconstruct the COVID-19 spread on the "Diamond Princess".使用接触网络模型和 metropolis - 哈斯汀斯抽样法来重建新冠病毒在“钻石公主号”上的传播情况。
Sci Bull (Beijing). 2020 Aug 15;65(15):1297-1305. doi: 10.1016/j.scib.2020.04.043. Epub 2020 May 5.
5
M for measles, M for math, M for mod….M代表麻疹,M代表数学,M代表……
Croat Med J. 2019 Oct 31;60(5):463-468. doi: 10.3325/cmj.2019.60.463.
6
Seasonality in risk of pandemic influenza emergence.大流行性流感出现风险的季节性。
PLoS Comput Biol. 2017 Oct 19;13(10):e1005749. doi: 10.1371/journal.pcbi.1005749. eCollection 2017 Oct.
7
Translation of Real-Time Infectious Disease Modeling into Routine Public Health Practice.将实时传染病建模转化为常规公共卫生实践
Emerg Infect Dis. 2017 May;23(5). doi: 10.3201/eid2305.161720.
8
Deriving effective vaccine allocation strategies for pandemic influenza: Comparison of an agent-based simulation and a compartmental model.推导大流行性流感的有效疫苗分配策略:基于主体的模拟与分区模型的比较。
PLoS One. 2017 Feb 21;12(2):e0172261. doi: 10.1371/journal.pone.0172261. eCollection 2017.
9
DengueME: A Tool for the Modeling and Simulation of Dengue Spatiotemporal Dynamics.登革热建模与仿真工具:登革热时空动态的建模与仿真工具
Int J Environ Res Public Health. 2016 Sep 15;13(9):920. doi: 10.3390/ijerph13090920.
10
Temporal Gillespie Algorithm: Fast Simulation of Contagion Processes on Time-Varying Networks.时态 Gillespie 算法:时变网络上传染过程的快速模拟
PLoS Comput Biol. 2015 Oct 30;11(10):e1004579. doi: 10.1371/journal.pcbi.1004579. eCollection 2015 Oct.
AMIA Annu Symp Proc. 2010 Nov 13;2010:647-51.
4
Optimizing tactics for use of the U.S. antiviral strategic national stockpile for pandemic influenza.优化美国抗病毒战略国家储备库在大流行性流感中的使用策略。
PLoS One. 2011 Jan 19;6(1):e16094. doi: 10.1371/journal.pone.0016094.
5
A note on a paper by Erik Volz: SIR dynamics in random networks.关于埃里克·沃尔兹一篇论文的注释:随机网络中的SIR动力学
J Math Biol. 2011 Mar;62(3):349-58. doi: 10.1007/s00285-010-0337-9. Epub 2010 Mar 23.
6
FluTE, a publicly available stochastic influenza epidemic simulation model.FluTE,一个公开可用的随机流感疫情模拟模型。
PLoS Comput Biol. 2010 Jan 29;6(1):e1000656. doi: 10.1371/journal.pcbi.1000656.
7
Dynamics and control of infections transmitted from person to person through the environment.通过环境在人与人之间传播的感染的动态变化与控制。
Am J Epidemiol. 2009 Jul 15;170(2):257-65. doi: 10.1093/aje/kwp116. Epub 2009 May 27.
8
statnet: Software Tools for the Representation, Visualization, Analysis and Simulation of Network Data.Statnet:用于网络数据表示、可视化、分析和模拟的软件工具。
J Stat Softw. 2008;24(1):1548-7660. doi: 10.18637/jss.v024.i01.
9
Susceptible-infected-recovered epidemics in dynamic contact networks.动态接触网络中的易感-感染-康复流行病
Proc Biol Sci. 2007 Dec 7;274(1628):2925-33. doi: 10.1098/rspb.2007.1159.
10
SIR dynamics in random networks with heterogeneous connectivity.具有异质连通性的随机网络中的SIR动力学。
J Math Biol. 2008 Mar;56(3):293-310. doi: 10.1007/s00285-007-0116-4. Epub 2007 Aug 1.