优化沙眼衣原体筛查项目的覆盖率

Yu Teng, Lanshan Han, W. Tu, N. Kong
{"title":"优化沙眼衣原体筛查项目的覆盖率","authors":"Yu Teng, Lanshan Han, W. Tu, N. Kong","doi":"10.1109/CASE.2011.6042465","DOIUrl":null,"url":null,"abstract":"Chlamydia trachomatis infection, a major sexually transmitted disease, affects millions of people worldwide. A key public health challenge in managing such a transmitted disease is identifying infected but asymptomatic individuals so that they can be treated with antibiotics. Effectively resolving such a challenge will benefit both treated individuals (by improving quality of life) and the entire population (through reduced transmission). We adapt a well-established SEIRS (susceptible-exposed-infected-recovered-susceptible) model to evaluate the cost and effectiveness of different coverage levels of screening. To find the optimal screening rate, we formulate the question as a parameter optimization problem of ordinary differential equations and then apply a line search method which exhibits fast convergence. The numerical results as well as sensitivity analysis are presented in the paper.","PeriodicalId":236208,"journal":{"name":"2011 IEEE International Conference on Automation Science and Engineering","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2011-10-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"4","resultStr":"{\"title\":\"Optimizing coverage for a Chlamydia trachomatis screening program\",\"authors\":\"Yu Teng, Lanshan Han, W. Tu, N. Kong\",\"doi\":\"10.1109/CASE.2011.6042465\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Chlamydia trachomatis infection, a major sexually transmitted disease, affects millions of people worldwide. A key public health challenge in managing such a transmitted disease is identifying infected but asymptomatic individuals so that they can be treated with antibiotics. Effectively resolving such a challenge will benefit both treated individuals (by improving quality of life) and the entire population (through reduced transmission). We adapt a well-established SEIRS (susceptible-exposed-infected-recovered-susceptible) model to evaluate the cost and effectiveness of different coverage levels of screening. To find the optimal screening rate, we formulate the question as a parameter optimization problem of ordinary differential equations and then apply a line search method which exhibits fast convergence. The numerical results as well as sensitivity analysis are presented in the paper.\",\"PeriodicalId\":236208,\"journal\":{\"name\":\"2011 IEEE International Conference on Automation Science and Engineering\",\"volume\":\"1 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2011-10-13\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"4\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2011 IEEE International Conference on Automation Science and Engineering\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/CASE.2011.6042465\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2011 IEEE International Conference on Automation Science and Engineering","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CASE.2011.6042465","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 4

摘要

沙眼衣原体感染是一种主要的性传播疾病,影响着全世界数百万人。管理这种传播疾病的一个关键公共卫生挑战是确定受感染但无症状的个体,以便用抗生素治疗。有效解决这一挑战将使接受治疗的个人(通过提高生活质量)和整个人口(通过减少传播)受益。我们采用了一个完善的SEIRS(易感-暴露-感染-恢复-易感)模型来评估不同筛查覆盖水平的成本和效果。为了求出最优筛选率,我们将问题化为常微分方程的参数优化问题,然后采用收敛速度快的直线搜索方法。文中给出了数值结果和灵敏度分析。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Optimizing coverage for a Chlamydia trachomatis screening program
Chlamydia trachomatis infection, a major sexually transmitted disease, affects millions of people worldwide. A key public health challenge in managing such a transmitted disease is identifying infected but asymptomatic individuals so that they can be treated with antibiotics. Effectively resolving such a challenge will benefit both treated individuals (by improving quality of life) and the entire population (through reduced transmission). We adapt a well-established SEIRS (susceptible-exposed-infected-recovered-susceptible) model to evaluate the cost and effectiveness of different coverage levels of screening. To find the optimal screening rate, we formulate the question as a parameter optimization problem of ordinary differential equations and then apply a line search method which exhibits fast convergence. The numerical results as well as sensitivity analysis are presented in the paper.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
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
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
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 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信