重症监护室预防呼吸机相关性肺炎的教育

数据集获取（Figshare）

• 源站标题：Education to prevent ventilator-associated pneumonia in intensive care unit
• DOI：10.6084/m9.figshare.14276255.v1
• 发布日期：2021-03-24
• 文件数：4 个
• 文件总体积：348.00 KB
• 源站页面：https://scielo.figshare.com/articles/dataset/Education_to_prevent_ventilator-associated_pneumonia_in_intensive_care_unit/14276255

命令行下载

curl -L -o "0034-7167-reben-73-06-e20190477-gf01.jpg" "https://ndownloader.figshare.com/files/27085667"
curl -L -o "Table_1.xls" "https://ndownloader.figshare.com/files/27085676"
curl -L -o "Table_2.xls" "https://ndownloader.figshare.com/files/27085685"
curl -L -o "Table_3.xls" "https://ndownloader.figshare.com/files/27085688"

文件清单

• 0034-7167-reben-73-06-e20190477-gf01.jpg（327.01 KB）
• Table_1.xls（5.63 KB）
• Table_2.xls（5.63 KB）
• Table_3.xls（9.73 KB）

文件总体积 348.00 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

ABSTRACT Objective: to evaluate nursing adherence to the Ventilator-Associated Pneumonia Prevention Bundle and the incidence rate, before and after Continuing education. Methods: a quasi-experimental, retrospective study with a total of 302 patients on mechanical ventilator admitted to the Intensive Care Unit. Data obtained from the application of the bundle, from June 2017 to June 2018. In December 2017, a training on the infection was carried out with 48 professionals. Results: the mean age of patients was 62.39±17.06 years old. Appropriate measures before and after training, respectively: position of the ventilator filter 94.8% and 96.2%, p=0.074; elevated headboard 88.4% and 94.5%, p<0.001; oral hygiene with chlorhexidine 89.5% and 98.2%, p<0.001; teeth brushing 80.8% and 96.4%, p<0.001; and cuff pressure 92.7% and 95.6%, p=0.002. Incidence density was 7.99 for 4.28 infections/1000 ventilators per day. Conclusion: the bundle application and education made it possible to increase adherence and decrease infection.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.14276255.v1（source: https://scielo.figshare.com/articles/dataset/Education_to_prevent_ventilator-associated_pneumonia_in_intensive_care_unit/14276255）。