欧洲十国医疗专业人员诊断手术部位感染病例小插曲的一致性研究

数据集获取（Figshare）

• 源站标题：Agreement among Healthcare Professionals in Ten European Countries in Diagnosing Case-Vignettes of Surgical-Site Infections
• DOI：10.1371/journal.pone.0068618
• 发布日期：2013-07-09
• 文件数：3 个
• 文件总体积：246.78 KB
• 源站页面：https://plos.figshare.com/articles/dataset/_Agreement_among_Healthcare_Professionals_in_Ten_European_Countries_in_Diagnosing_Case_Vignettes_of_Surgical_Site_Infections_/742060

命令行下载

curl -L -o "Figure_S1.doc" "https://ndownloader.figshare.com/files/1114513"
curl -L -o "Table_S1.doc" "https://ndownloader.figshare.com/files/1114514"
curl -L -o "Table_S2.doc" "https://ndownloader.figshare.com/files/1114515"

文件清单

• Figure_S1.doc（130.05 KB）
• Table_S1.doc（53.25 KB）
• Table_S2.doc（63.49 KB）

文件总体积 246.78 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
Although surgical-site infection (SSI) rates are advocated as a major evaluation criterion, the reproducibility of SSI diagnosis is unknown. We assessed agreement in diagnosing SSI among specialists involved in SSI surveillance in Europe.
Methods
Twelve case-vignettes based on suspected SSI were submitted to 100 infection-control physicians (ICPs) and 86 surgeons in 10 European countries. Each participant scored eight randomly-assigned case-vignettes on a secure online relational database. The intra-class correlation coefficient (ICC) was used to assess agreement for SSI diagnosis on a 7-point Likert scale and the kappa coefficient to assess agreement for SSI depth on a three-point scale.
Results
Intra-specialty agreement for SSI diagnosis ranged across countries and specialties from 0.00 (95%CI, 0.00–0.35) to 0.65 (0.45–0.82). Inter-specialty agreement varied from 0.04 (0.00–0.62) in to 0.55 (0.37–0.74) in Germany. For all countries pooled, intra-specialty agreement was poor for surgeons (0.24, 0.14–0.42) and good for ICPs (0.41, 0.28–0.61). Reading SSI definitions improved agreement among ICPs (0.57) but not surgeons (0.09). Intra-specialty agreement for SSI depth ranged across countries and specialties from 0.05 (0.00–0.10) to 0.50 (0.45–0.55) and was not improved by reading SSI definition.
Conclusion
Among ICPs and surgeons evaluating case-vignettes of suspected SSI, considerable disagreement occurred regarding the diagnosis, with variations across specialties and countries.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pone.0068618（source: https://plos.figshare.com/articles/dataset/_Agreement_among_Healthcare_Professionals_in_Ten_European_Countries_in_Diagnosing_Case_Vignettes_of_Surgical_Site_Infections_/742060）。