坦桑尼亚糖尿病患者的结核病筛查实施保真度问卷数据集
包含94名医疗工作者问卷数据,用于评估坦桑尼亚糖尿病服务中结核病筛查的实施保真度及相关因素。

基本信息
资源简介
坦桑尼亚糖尿病患者的结核病筛查实施保真度问卷数据集
【一句话概览】
本数据集是 figshare 公开的结构化表格数据集,收录 1 个文件、合计 20.03 KB,主题涵盖 Design quality and packaging、Diabetes Mellitus、Familiarity with TB guidelines、Guideline、Implementation Fidelity,可用于统计建模、特征工程与队列分析,CC BY 4.0 许可开放获取。
【数据集背景】
本数据集源站标题为《Implementation Fidelity of Tuberculosis Screening for Diabetes Mellitus Patients among healthcare providers offering Diabetes services in Ubungo District, Dar es Salaam, Tanzania.》。源站首次发布:2026-04-01。
【数据内容】
源站原始描述:This dataset contains de-identified responses from 94 healthcare providers offering diabetes services in 20 public health facilities (3 hospitals, 5 health centers, 12 dispensaries) in Ubungo District, Dar es Salaam, Tanzania. Data were collected through a questionnaire and analyzed for fidelity levels (low or high) using descriptive statistics. Then, a modified Poisson regression model using STATA version 16 identified factors associated with provider-level IF of TB screening among DM patients
【数据结构与技术规格】
文件数 1 个,合计 20.03 KB。S1_Data.xlsx.xlsx:application/vnd.openxmlformats-officedocument.spreadsheetml.sheet,20.03 KB。数据集 DOI:10.6084/m9.figshare.31859437.v5。
【主题与分类】
源站学科分类:Public health not elsewhere classified、Preventative health care。主题标签:Design quality and packaging、Diabetes Mellitus、Familiarity with TB guidelines、Guideline、Implementation Fidelity、Nature and source of TB guidelines、Relative advantage、Self-Efficacy、Teamwork、Tuberculosis。
【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://figshare.com/articles/dataset/Implementation_Fidelity_of_Tuberculosis_Screening_for_Diabetes_Mellitus_Patients_among_healthcare_providers_offering_Diabetes_services_in_Ubungo_District_Dar_es_Salaam_Tanzania_/31859437
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Chavala, Edwin; Mwakasungura, Felistar; Paulo, Linda Simon; Nyamhanga, Tumaini (2026). Implementation Fidelity of Tuberculosis Screening for Diabetes Mellitus Patients among healthcare providers offering Diabetes services in Ubungo District, Dar es Salaam, Tanzania.. figshare. Dataset
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:Implementation Fidelity of Tuberculosis Screening for Diabetes Mellitus Patients among healthcare providers offering Diabetes services in Ubungo District, Dar es Salaam, Tanzania.
- DOI:10.6084/m9.figshare.31859437.v5
- 发布日期:2026-04-01
- 文件数:1 个
- 文件总体积:20.03 KB
- 源站页面:https://figshare.com/articles/dataset/Implementation_Fidelity_of_Tuberculosis_Screening_for_Diabetes_Mellitus_Patients_among_healthcare_providers_offering_Diabetes_services_in_Ubungo_District_Dar_es_Salaam_Tanzania_/31859437
命令行下载
curl -L -o "S1_Data.xlsx.xlsx" "https://ndownloader.figshare.com/files/63373785"
文件清单
S1_Data.xlsx.xlsx(20.03 KB)
文件总体积 20.03 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
This dataset contains de-identified responses from 94 healthcare providers offering diabetes services in 20 public health facilities (3 hospitals, 5 health centers, 12 dispensaries) in Ubungo District, Dar es Salaam, Tanzania. Data were collected through a questionnaire and analyzed for fidelity levels (low or high) using descriptive statistics. Then, a modified Poisson regression model using STATA version 16 identified factors associated with provider-level IF of TB screening among DM patients.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.6084/m9.figshare.31859437.v5(source: https://figshare.com/articles/dataset/Implementation_Fidelity_of_Tuberculosis_Screening_for_Diabetes_Mellitus_Patients_among_healthcare_providers_offering_Diabetes_services_in_Ubungo_District_Dar_es_Salaam_Tanzania_/31859437)。
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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