评估感染控制实践以保护马拉维医护人员和患者免受结核分枝杆菌院内传播
马拉维医疗机构结核感染控制实践评估数据集,包含问卷调查、访谈和观察数据。

基本信息
资源简介
评估感染控制实践以保护马拉维医护人员和患者免受结核分枝杆菌院内传播
【一句话概览】
本数据集是 figshare 公开的文本数据集,收录 4 个文件、合计 547.86 KB,主题涵盖 nosocomial transmission、knowledge gaps、access TB、17 facilities、Mycobacterium tuberculosis Transmission,可用于医学自然语言处理(实体识别、信息抽取等),CC BY 4.0 许可开放获取。
【数据集背景】
本数据集源站标题为《Assessing infection control practices to protect health care workers and patients in Malawi from nosocomial transmission of Mycobacterium tuberculosis》。配套论文《Assessing infection control practices to protect health care workers and patients in Malawi from nosocomial transmission of Mycobacterium tuberculosis》发表于 PLOS ONE(2017),DOI:10.1371/journal.pone.0189140。源站首次发布:2017-12-06。
【数据内容】
源站原始描述:Transmission of Mycobacterium tuberculosis (TB) in health settings threatens health care workers and people living with HIV in sub-Saharan Africa. Nosocomial transmission is reduced with implementation of infection control (IC) guidelines. The objective of this study is to describe implementation of TB IC measures in Malawi. We conducted a cross-sectional study utilizing anonymous health worker questionnaires, semi-structured interviews with facility managers, and direct observations at 17 facil…
【数据结构与技术规格】
文件数 4 个,合计 547.86 KB。S1 Appendix.pdf:application/pdf,242.19 KB。S2 Appendix.pdf:application/pdf,189.72 KB。S3 Appendix.pdf:application/pdf,74.35 KB。数据集 DOI:10.1371/journal.pone.0189140。
【主题与分类】
源站学科分类:Medicine、Cell Biology、Biotechnology、Environmental Sciences not elsewhere classified、Cancer、Infectious Diseases。主题标签:nosocomial transmission、knowledge gaps、access TB、17 facilities、Mycobacterium tuberculosis Transmission、semi-structured interviews、TB screening questions、employment、Malawi、health care workers。
【适用方向】
文本类数据可用于医学自然语言处理,如命名实体识别、信息抽取与文本分类。
【获取与许可】
源站页面:https://plos.figshare.com/articles/dataset/Assessing_infection_control_practices_to_protect_health_care_workers_and_patients_in_Malawi_from_nosocomial_transmission_of_Mycobacterium_tuberculosis/5676136
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Flick, Robert J.; Munthali, Adamson; Simon, Katherine; Hosseinipour, Mina; H. Kim, Maria; Mlauzi, Lameck; et al. (2017). Assessing infection control practices to protect health care workers and patients in Malawi from nosocomial transmission of Mycobacterium tuberculosis. 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。
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:Assessing infection control practices to protect health care workers and patients in Malawi from nosocomial transmission of Mycobacterium tuberculosis
- DOI:10.1371/journal.pone.0189140
- 发布日期:2017-12-06
- 文件数:4 个
- 文件总体积:547.86 KB
- 源站页面:https://plos.figshare.com/articles/dataset/Assessing_infection_control_practices_to_protect_health_care_workers_and_patients_in_Malawi_from_nosocomial_transmission_of_Mycobacterium_tuberculosis/5676136
命令行下载
curl -L -o "S1 Appendix.pdf" "https://ndownloader.figshare.com/files/9930358"
curl -L -o "S2 Appendix.pdf" "https://ndownloader.figshare.com/files/9930370"
curl -L -o "S3 Appendix.pdf" "https://ndownloader.figshare.com/files/9930385"
curl -L -o "S1 Data.zip" "https://ndownloader.figshare.com/files/9930412"
文件清单
S1 Appendix.pdf(242.19 KB)S2 Appendix.pdf(189.72 KB)S3 Appendix.pdf(74.35 KB)S1 Data.zip(41.61 KB)
文件总体积 547.86 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
Transmission of Mycobacterium tuberculosis (TB) in health settings threatens health care workers and people living with HIV in sub-Saharan Africa. Nosocomial transmission is reduced with implementation of infection control (IC) guidelines. The objective of this study is to describe implementation of TB IC measures in Malawi. We conducted a cross-sectional study utilizing anonymous health worker questionnaires, semi-structured interviews with facility managers, and direct observations at 17 facilities in central Malawi. Of 592 health care workers surveyed, 34% reported that all patients entering the facility were screened for cough and only 8% correctly named the four most common signs and symptoms of TB in adults. Of 33 managers interviewed, 7 (21%) and 1 (3%) provided the correct TB screening questions for use in adults and children, respectively. Of 592 health workers, only 2.4% had been screened for TB in the previous year. Most (90%) reported knowing their HIV status, 53% were tested at their facility of employment, and half reported they would feel comfortable receiving ART or TB treatment at their facility of employment. We conclude that screening is infrequently conducted and knowledge gaps may undercut its effectiveness. Further, health care workers do not routinely access TB and HIV diagnostic and treatment services at their facility of employment.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.1371/journal.pone.0189140(source: https://plos.figshare.com/articles/dataset/Assessing_infection_control_practices_to_protect_health_care_workers_and_patients_in_Malawi_from_nosocomial_transmission_of_Mycobacterium_tuberculosis/5676136)。
数据缺失?
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