亚洲结核病诊断与治疗中患者和医生延迟的相关因素:系统回顾与荟萃分析
亚洲结核病诊断与治疗延迟因素的系统回顾与荟萃分析数据集,包含45项研究的数据。

基本信息
资源简介
亚洲结核病诊断与治疗中患者和医生延迟的相关因素:系统回顾与荟萃分析
【数据集背景】
本数据集源站标题为《Factors Associated with Patient and Provider Delays for Tuberculosis Diagnosis and Treatment in Asia: A Systematic Review and Meta-Analysis》。配套论文《Factors Associated with Patient and Provider Delays for Tuberculosis Diagnosis and Treatment in Asia: A Systematic Review and Meta-Analysis》发表于 PLOS ONE(2015),DOI:10.1371/journal.pone.0120088。源站首次发布:2015-03-25。
【数据内容】
源站原始描述:Background Delays in tuberculosis (TB) diagnosis and treatment is a major barrier to effective management of the disease. Determining the factors associated with patient and provider delay of TB diagnosis and treatment in Asia may contribute to TB prevention and control. Methods We searched the PubMed, EMBASE and Web of Science for studies that assessed factors associated with delays in care-seeking, diagnosis, or at the beginning of treatment, which were published from January 1992 to September…
【数据结构与技术规格】
文件数 4 个,合计 322.05 KB。S1_Table.doc:application/msword,85.50 KB。S2_Table.doc:application/msword,75.78 KB。S3_Table.doc:application/msword,62.98 KB。数据集 DOI:10.1371/journal.pone.0120088。
【主题与分类】
源站学科分类:Biological Sciences。主题标签:or、embase、provider delay、provider delays.ResultsAmong 45、ci、patient delay、tb。
【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/_Factors_Associated_with_Patient_and_Provider_Delays_for_Tuberculosis_Diagnosis_and_Treatment_in_Asia_A_Systematic_Review_and_Meta_Analysis_/1354850
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Cai, Jing; Wang, Xianhua; Ma, Aiguo; Wang, Qiuzhen; Han, Xiuxia; Li, Yong (2016). Factors Associated with Patient and Provider Delays for Tuberculosis Diagnosis and Treatment in Asia: A Systematic Review and Meta-Analysis. PLOS ONE. Dataset
【使用注意】
· 源站最后修改于 2023-06-03,引用时请注意版本时效。
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。
暂未开放公开下载
无需注册即可直接获取公开样本或文档,适合快速预览和评估数据集质量。
免登录有偿下载
公开数据集受托下载与技术交付服务。
提供高速下载与技术交付服务(收技术服务费,非数据销售)
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)
- 源站标题:Factors Associated with Patient and Provider Delays for Tuberculosis Diagnosis and Treatment in Asia: A Systematic Review and Meta-Analysis
- DOI:10.1371/journal.pone.0120088
- 发布日期:2015-03-25
- 文件数:4 个
- 文件总体积:322.05 KB
- 源站页面:https://plos.figshare.com/articles/dataset/_Factors_Associated_with_Patient_and_Provider_Delays_for_Tuberculosis_Diagnosis_and_Treatment_in_Asia_A_Systematic_Review_and_Meta_Analysis_/1354850
命令行下载
curl -L -o "S1_Table.doc" "https://ndownloader.figshare.com/files/1987375"
curl -L -o "S2_Table.doc" "https://ndownloader.figshare.com/files/1987376"
curl -L -o "S3_Table.doc" "https://ndownloader.figshare.com/files/1987377"
curl -L -o "S4_Table.doc" "https://ndownloader.figshare.com/files/1987378"
文件清单
S1_Table.doc(85.50 KB)S2_Table.doc(75.78 KB)S3_Table.doc(62.98 KB)S4_Table.doc(97.79 KB)
文件总体积 322.05 KB(源站 API 实测)。
数据加载示例(图像类)
from PIL import Image
import glob, os
files = (glob.glob(os.path.join(path, "**", "*.png"), recursive=True)
+ glob.glob(os.path.join(path, "**", "*.jpg"), recursive=True)
+ glob.glob(os.path.join(path, "**", "*.tif"), recursive=True))
print("图像文件数:", len(files))
img = Image.open(files[0]); print("尺寸/模式:", img.size, img.mode)
# torchvision Dataset 方式:
# from torchvision import datasets
# ds = datasets.ImageFolder(path) # 要求 子目录=类别
目录组织与标注格式以源站说明和下载后实际文件为准。
数据说明
Background
Delays in tuberculosis (TB) diagnosis and treatment is a major barrier to effective management of the disease. Determining the factors associated with patient and provider delay of TB diagnosis and treatment in Asia may contribute to TB prevention and control.
Methods
We searched the PubMed, EMBASE and Web of Science for studies that assessed factors associated with delays in care-seeking, diagnosis, or at the beginning of treatment, which were published from January 1992 to September 2014. Two reviewers independently identified studies that were related to our meta-analysis and extracted data from each study. Independent variables were categorized in separate tables for patient and provider delays.
Results
Among 45 eligible studies, 40 studies assessed patient delay whereas 30 assessed provider delay. Cross-sectional surveys were used in all but two articles, which included 17 countries and regions. Socio-demographic characteristics, TB-related symptoms and medical examination, and conditions of seeking medical care in TB patients were frequently reported. Male patients and long travel time/distance to the first healthcare provider led to both shorter patient delays [odds ratio (OR) (95% confidence intervals, CI) = 0.85 (0.78, 0.92); 1.39 (1.08, 1.78)] and shorter provider delays [OR (95%CI) = 0.96 (0.93, 1.00); 1.68 (1.12, 2.51)]. Unemployment, low income, hemoptysis, and positive sputum smears were consistently associated with patient delay [ORs (95%CI) = 1.18 (1.07, 1.30), 1.23 (1.02, 1.49), 0.64 (0.40, 1.00), 1.77 (1.07, 2.94), respectively]. Additionally, consultation at a public hospital was associated with provider delay [OR (95%CI) = 0.43 (0.20, 0.91)].
Conclusions
We propose that the major opportunities to reduce delays involve enabling socio-demographic factors and medical conditions. Male, unemployed, rural residence, low income, hemoptysis, positive sputum smear, and long travel time/distance significantly correlated with patient delay. Male, long travel time/distance and consultation at a public hospital were related to provider delay.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.1371/journal.pone.0120088(source: https://plos.figshare.com/articles/dataset/_Factors_Associated_with_Patient_and_Provider_Delays_for_Tuberculosis_Diagnosis_and_Treatment_in_Asia_A_Systematic_Review_and_Meta_Analysis_/1354850)。
数据缺失?
依托陕西、四川两大基地,我们与超过十家三甲医院建立直接合作关系,覆盖合规授权、采集治理、专业标注、数据交付的全流程,为AI医疗团队提供即拿即用的高质量临床数据。
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