医院获得性感染预防干预的经济评估:一项系统综述
本数据集为医院获得性感染预防干预经济评估的系统综述数据,包含2009-2014年文献信息、成本效益分析结果及质量评价。

基本信息
资源简介
医院获得性感染预防干预的经济评估:一项系统综述
【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 274.82 KB,主题涵盖 study characteristics、wound infections、2067 articles、economic evaluation、data collection form,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《Economic Evaluation of Interventions for Prevention of Hospital Acquired Infections: A Systematic Review》。配套论文《Economic Evaluation of Interventions for Prevention of Hospital Acquired Infections: A Systematic Review》发表于 PLOS ONE(2016),DOI:10.1371/journal.pone.0146381。源站首次发布:2016-01-18。
【数据内容】
源站原始描述:Objective This systematic review sought to assess the costs and benefits of interventions preventing hospital-acquired infections and to evaluate methodological and reporting quality. Methods We systematically searched Medline via PubMed and the National Health Service Economic Evaluation Database from 2009 to 2014. We included quasi-experimental and randomized trails published in English or German evaluating the economic impact of interventions preventing the four most frequent hospital-acquire…
【数据结构与技术规格】
文件数 4 个,合计 274.82 KB。S1_Table.pdf:application/pdf,47.63 KB。S2_Table.pdf:application/pdf,26.96 KB。S3_Table.pdf:application/pdf,99.33 KB。数据集 DOI:10.1371/journal.pone.0146381。
【主题与分类】
源站学科分类:Biological Sciences、Science Policy。主题标签:study characteristics、wound infections、2067 articles、economic evaluation、data collection form、quality.ConclusionsPrevention programs、difference values、randomized trails、bloodstream infections、ratio。
【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/_Economic_Evaluation_of_Interventions_for_Prevention_of_Hospital_Acquired_Infections_A_Systematic_Review_/1633572
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Arefian, Habibollah; Vogel, Monique; Kwetkat, Anja; Hartmann, Michael (2016). Economic Evaluation of Interventions for Prevention of Hospital Acquired Infections: A Systematic Review. 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:Economic Evaluation of Interventions for Prevention of Hospital Acquired Infections: A Systematic Review
- DOI:10.1371/journal.pone.0146381
- 发布日期:2016-01-18
- 文件数:4 个
- 文件总体积:274.82 KB
- 源站页面:https://plos.figshare.com/articles/dataset/_Economic_Evaluation_of_Interventions_for_Prevention_of_Hospital_Acquired_Infections_A_Systematic_Review_/1633572
命令行下载
curl -L -o "S1_Table.pdf" "https://ndownloader.figshare.com/files/2621746"
curl -L -o "S2_Table.pdf" "https://ndownloader.figshare.com/files/2621747"
curl -L -o "S3_Table.pdf" "https://ndownloader.figshare.com/files/2621748"
curl -L -o "S4_Table.pdf" "https://ndownloader.figshare.com/files/2621749"
文件清单
S1_Table.pdf(47.63 KB)S2_Table.pdf(26.96 KB)S3_Table.pdf(99.33 KB)S4_Table.pdf(100.90 KB)
文件总体积 274.82 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
Objective
This systematic review sought to assess the costs and benefits of interventions preventing hospital-acquired infections and to evaluate methodological and reporting quality.
Methods
We systematically searched Medline via PubMed and the National Health Service Economic Evaluation Database from 2009 to 2014. We included quasi-experimental and randomized trails published in English or German evaluating the economic impact of interventions preventing the four most frequent hospital-acquired infections (urinary tract infections, surgical wound infections, pneumonia, and primary bloodstream infections). Characteristics and results of the included articles were extracted using a standardized data collection form. Study and reporting quality were evaluated using SIGN and CHEERS checklists. All costs were adjusted to 2013 US$. Savings-to-cost ratios and difference values with interquartile ranges (IQRs) per month were calculated, and the effects of study characteristics on the cost-benefit results were analyzed.
Results
Our search returned 2067 articles, of which 27 met the inclusion criteria. The median savings-to-cost ratio across all studies reporting both costs and savings values was US $7.0 (IQR 4.2–30.9), and the median net global saving was US $13,179 (IQR 5,106–65,850) per month. The studies’ reporting quality was low. Only 14 articles reported more than half of CHEERS items appropriately. Similarly, an assessment of methodological quality found that only four studies (14.8%) were considered high quality.
Conclusions
Prevention programs for hospital acquired infections have very positive cost-benefit ratios. Improved reporting quality in health economics publications is required.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.1371/journal.pone.0146381(source: https://plos.figshare.com/articles/dataset/_Economic_Evaluation_of_Interventions_for_Prevention_of_Hospital_Acquired_Infections_A_Systematic_Review_/1633572)。
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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