疫苗可预防疾病暴发管理审计：工具的必要性

数据集获取（Figshare）

• 源站标题：Auditing the Management of Vaccine-Preventable Disease Outbreaks: The Need for a Tool
• DOI：10.1371/journal.pone.0015699
• 发布日期：2011-01-13
• 文件数：2 个
• 文件总体积：123.90 KB
• 源站页面：https://plos.figshare.com/articles/dataset/Auditing_the_Management_of_Vaccine_Preventable_Disease_Outbreaks_The_Need_for_a_Tool/139567

命令行下载

curl -L -o "Table_S1.doc" "https://ndownloader.figshare.com/files/402722"
curl -L -o "Table_S2.doc" "https://ndownloader.figshare.com/files/402761"

文件清单

• Table_S1.doc（65.02 KB）
• Table_S2.doc（58.88 KB）

文件总体积 123.90 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

Public health activities, especially infectious disease control, depend on effective teamwork. We present the results of a pilot audit questionnaire aimed at assessing the quality of public health services in the management of VPD outbreaks. Audit questionnaire with three main areas indicators (structure, process and results) was developed. Guidelines were set and each indicator was assessed by three auditors. Differences in indicator scores according to median size of outbreaks were determined by ANOVA (significance at p≤0.05). Of 154 outbreaks; eighteen indicators had a satisfactory mean score, indicator “updated guidelines” and “timely reporting” had a poor mean score (2.84±106 and 2.44±1.67, respectively). Statistically significant differences were found according to outbreak size, in the indicators “availability of guidelines/protocol updated less than 3 years ago” (p = 0.03) and “days needed for outbreak control” (p = 0.04). Improving availability of updated guidelines, enhancing timely reporting and adequate recording of control procedures taken is needed to allow for management assessment and improvement.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pone.0015699（source: https://plos.figshare.com/articles/dataset/Auditing_the_Management_of_Vaccine_Preventable_Disease_Outbreaks_The_Need_for_a_Tool/139567）。