ICU传染病患者口腔生物膜相关因素数据集

数据集获取（Figshare）

• 源站标题：Factors associated with oral biofilm in ICU patients with infectious diseases
• DOI：10.6084/m9.figshare.5718781.v1
• 发布日期：2017-12-20
• 文件数：4 个
• 文件总体积：38.91 KB
• 源站页面：https://scielo.figshare.com/articles/dataset/Factors_associated_with_oral_biofilm_in_ICU_patients_with_infectious_diseases/5718781

命令行下载

curl -L -o "Table_1.xls" "https://ndownloader.figshare.com/files/10041523"
curl -L -o "Table_2.xls" "https://ndownloader.figshare.com/files/10041532"
curl -L -o "Table_3.xls" "https://ndownloader.figshare.com/files/10041541"
curl -L -o "Table_4.xls" "https://ndownloader.figshare.com/files/10041544"

文件清单

• Table_1.xls（9.73 KB）
• Table_2.xls（5.63 KB）
• Table_3.xls（13.82 KB）
• Table_4.xls（9.73 KB）

文件总体积 38.91 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 Introduction Hospitalization may cause a decline in oral health and affect the entire body. The intensive care unit (ICU) may be a favorable environment for oral biofilm to accumulate in critically ill patients. Objective To identify factors associated with oral biofilm in ICU patients in a hospital for infectious diseases. Method This was a retrospective, descriptive and inferential study with a quantitative approach. Data were collected from 178 medical records of patients from January 2012 to July 2015. Biofilm presence was assessed according to the Greene and Vermillion index. Potential influential factors were analyzed by logistic regression. Result Among ICU patients, 69.1% were men, 60.7% had acquired immune deficiency (AIDS), 66.3% were ward patients, 50.6% were intubated, and 50.0% were sedated. The oral elements of the patients were mostly normal. The following characteristics were significantly associated with oral biofilm: changes in the lips, gums, cheeks, and palates and bleeding. Patients from the ward had a lower risk of biofilm. Conclusion Increased oral biofilm accumulation was observed in patients with oral changes, and patient origin was associated with the presence of biofilm.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.5718781.v1（source: https://scielo.figshare.com/articles/dataset/Factors_associated_with_oral_biofilm_in_ICU_patients_with_infectious_diseases/5718781）。