Unravelling the web of tuberculosis: Mathematical models to decode and defeat tuberculosis transmission complexity

Sikata Nanda, Sadhu Charan Mahapatra, Anshuman Dash
{"title":"Unravelling the web of tuberculosis: Mathematical models to decode and defeat tuberculosis transmission complexity","authors":"Sikata Nanda, Sadhu Charan Mahapatra, Anshuman Dash","doi":"10.18231/j.jchm.2023.027","DOIUrl":null,"url":null,"abstract":"In the transmission of infectious illnesses like tuberculosis, mathematical models are crucial in public health. The fundamental paradigm is compartmental modelling, which classifies people into categories such as susceptible, latent, active, and recovered. Extensions and variations in this model can be utilized to capture intricate details. To research TB transmission dynamics, structural models including age-structured, agent-based, stochastic, SEIR, spatial, drug-resistant, vaccination, contact tracking, and treatment models are employed. Populations are divided into age groups by age-structured models, intricate interactions are shown by agent-based models, disease outbreaks are simulated by stochastic models, social networks are considered by SEIR models, and treatment success rates are considered by treatment models. Real-world mathematical simulations of TB transmission in public health settings offer useful tools for comprehending TB dynamics, making decisions, allocating resources, and assisting in the reduction and eradication of tuberculosis.","PeriodicalId":22689,"journal":{"name":"The Journal of Community Health Management","volume":"7 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-09-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"The Journal of Community Health Management","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.18231/j.jchm.2023.027","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

In the transmission of infectious illnesses like tuberculosis, mathematical models are crucial in public health. The fundamental paradigm is compartmental modelling, which classifies people into categories such as susceptible, latent, active, and recovered. Extensions and variations in this model can be utilized to capture intricate details. To research TB transmission dynamics, structural models including age-structured, agent-based, stochastic, SEIR, spatial, drug-resistant, vaccination, contact tracking, and treatment models are employed. Populations are divided into age groups by age-structured models, intricate interactions are shown by agent-based models, disease outbreaks are simulated by stochastic models, social networks are considered by SEIR models, and treatment success rates are considered by treatment models. Real-world mathematical simulations of TB transmission in public health settings offer useful tools for comprehending TB dynamics, making decisions, allocating resources, and assisting in the reduction and eradication of tuberculosis.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
解开结核病的网络:解码和击败结核病传播复杂性的数学模型
在结核病等传染病的传播中,数学模型对公共卫生至关重要。基本的范式是分区建模,它将人们分为易感、潜伏、活跃和恢复等类别。可以利用该模型中的扩展和变化来捕获复杂的细节。为了研究结核传播动力学,采用了结构模型,包括年龄结构模型、基于agent的模型、随机模型、SEIR模型、空间模型、耐药模型、疫苗接种模型、接触者追踪模型和治疗模型。通过年龄结构模型将人口划分为年龄组,通过基于主体的模型显示复杂的相互作用,通过随机模型模拟疾病暴发,通过SEIR模型考虑社会网络,并且通过治疗模型考虑治疗成功率。公共卫生环境中结核病传播的真实世界数学模拟为了解结核病动态、做出决策、分配资源以及协助减少和根除结核病提供了有用的工具。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Let the black tea and green tea take care of your oral health — A short review of the antimicrobial activity of black tea and green tea extracts on Basic life support skills training among general public – Need of the hour Using ChatGPT as a grief counseling tool in end-stage cancer diagnosis Medical audit An evaluation of inherent sedentary behavior in college students in Kerala
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1