基于模型的印度修订国家结核病控制计划下结核病治疗结果城乡差异调查

该数据集包含印度区级结核病治疗结果数据,用于分析城乡差异对结核病流行病学结果的影响。

Figshare
2020-02-14 更新
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表格TB transmission dynamicstuberculosis treatment outcomesdistrict-level treatment outcomes dataTB treatment outcomestreatment success ratestreatment outcomescluster
A model-based investigation into urban-rural disparities in tuberculosis treatment outcomes under the Revised National Tuberculosis Control Programme in India

基本信息

模态
表格
大小
0.001590324 GB
许可
CC BY 4.0
创建/更新时间
2020-02-14
版本
v1

资源简介

基于模型的印度修订国家结核病控制计划下结核病治疗结果城乡差异调查

【数据集背景】

本数据集源站标题为《A model-based investigation into urban-rural disparities in tuberculosis treatment outcomes under the Revised National Tuberculosis Control Programme in India》。配套论文《A model-based investigation into urban-rural disparities in tuberculosis treatment outcomes under the Revised National Tuberculosis Control Programme in India》发表于 PLOS ONE(2020),DOI:10.1371/journal.pone.0228712。源站首次发布:2020-02-14。

【数据内容】

源站原始描述:In this study, we investigate differences in tuberculosis (TB) treatment outcomes between urban and rural India and estimate their impact on epidemiological outcomes such as TB incidence, prevalence and mortality using a mathematical model of TB transmission dynamics. Publicly available district-level treatment outcomes data for new and previously treated TB cases was analyzed in conjunction with census data providing the proportion of urban population in each district to determine the effect of…

【数据结构与技术规格】

文件数 4 个,合计 1.59 MB。pone.0228712.s001.PNG:image/png,640.58 KB。pone.0228712.s002.jpg:image/jpeg,33.15 KB。pone.0228712.s003.JPG:image/jpeg,284.01 KB。数据集 DOI:10.1371/journal.pone.0228712。

【主题与分类】

源站学科分类:Biotechnology、Environmental Sciences not elsewhere classified、Biological Sciences not elsewhere classified、Cancer、Science Policy、Computational Biology。主题标签:TB transmission dynamics、Revised National Tuberculosis Control Programme、tuberculosis treatment outcomes、district-level treatment outcomes data、TB treatment outcomes、treatment success rates、treatment outcomes、cluster。

【适用方向】

结构化表格数据可直接用于统计建模、特征工程与队列分析。

【获取与许可】

源站页面:https://plos.figshare.com/articles/dataset/A_model-based_investigation_into_urban-rural_disparities_in_tuberculosis_treatment_outcomes_under_the_Revised_National_Tuberculosis_Control_Programme_in_India/11856543

使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。

规范引用:Singh, Himanshu; Ramamohan, Varun (2020). A model-based investigation into urban-rural disparities in tuberculosis treatment outcomes under the Revised National Tuberculosis Control Programme in India. PLOS ONE. Dataset

【使用注意】

· 源站最后修改于 2023-06-02,引用时请注意版本时效。

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下载信息

注册下载

需要注册 Kaggle 账号并登录后下载,适合需要跟踪下载记录和使用 API 的用户。

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公开下载

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暂未开放

当前数据集主要来源为 Kaggle 公开托管,完整影像包建议通过原始链接或 Kaggle API 获取。

使用方式

数据集获取(Figshare)

命令行下载

curl -L -o "pone.0228712.s001.PNG" "https://ndownloader.figshare.com/files/21730338"
curl -L -o "pone.0228712.s002.jpg" "https://ndownloader.figshare.com/files/21730341"
curl -L -o "pone.0228712.s003.JPG" "https://ndownloader.figshare.com/files/21730344"
curl -L -o "pone.0228712.s004.pdf" "https://ndownloader.figshare.com/files/21730347"

文件清单

  • pone.0228712.s001.PNG(640.58 KB)
  • pone.0228712.s002.jpg(33.15 KB)
  • pone.0228712.s003.JPG(284.01 KB)
  • pone.0228712.s004.pdf(632.59 KB)

文件总体积 1.59 MB(源站 API 实测)。

数据说明

In this study, we investigate differences in tuberculosis (TB) treatment outcomes between urban and rural India and estimate their impact on epidemiological outcomes such as TB incidence, prevalence and mortality using a mathematical model of TB transmission dynamics. Publicly available district-level treatment outcomes data for new and previously treated TB cases was analyzed in conjunction with census data providing the proportion of urban population in each district to determine the effect of urbanity/rurality on treatment outcomes. Districts were grouped in clusters based on the proportion of urban population in each district, wherein the clusters were identified by applying machine learning methods. Regression analyses revealed that average treatment success rates among both new and previously treated cases decline with increase in the proportion of urban population in a district cluster, with substantially sharper declines in treatment success rates with degree of urbanity observed for previously treated cases. The impact of differences in treatment outcomes on epidemiological outcomes was estimated using a dynamic transmission model developed for this purpose. For example, the cluster with highest treatment success rates is projected to have an average of 3.2% fewer deaths per 100,000 population in comparison with the national average across 2019–24, and the cluster with the lowest treatment success rates has an average of 4.5% more deaths per 100,000 in comparison with the national average. We anticipate that these disparities in TB treatment outcomes and epidemiology between urban and rural India may motivate investigations into the associated causes and their redressal.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pone.0228712(source: https://plos.figshare.com/articles/dataset/A_model-based_investigation_into_urban-rural_disparities_in_tuberculosis_treatment_outcomes_under_the_Revised_National_Tuberculosis_Control_Programme_in_India/11856543)。

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