医疗系统崩溃对医院获得性感染动态影响的数学方法数据表1

数据集获取（Figshare）

• 源站标题：Data Sheet 1_Impact of healthcare system collapse on hospital-acquired infection dynamics: a mathematical approach.zip
• DOI：10.3389/fams.2025.1713373.s001
• 发布日期：2026-01-23
• 文件数：1 个
• 文件总体积：530.09 KB
• 源站页面：https://frontiersin.figshare.com/articles/dataset/Data_Sheet_1_Impact_of_healthcare_system_collapse_on_hospital-acquired_infection_dynamics_a_mathematical_approach_zip/31132159

命令行下载

curl -L -o "Data Sheet 1_Impact of healthcare system collapse on hospital-acquired infection dynamics: a mathematical approach.zip" "https://ndownloader.figshare.com/files/61271839"

文件清单

• Data Sheet 1_Impact of healthcare system collapse on hospital-acquired infection dynamics: a mathematical approach.zip（530.09 KB）

文件总体积 530.09 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

The collapse of healthcare systems poses a serious threat to hospital environments, increasing the spread of nosocomial infections. Limited resources, overcrowding, and weakened infection control measures allow harmful pathogens to persist on surfaces, medical equipment, and in the air. Consequently, patients and healthcare workers face a higher risk of infection, leading to increased morbidity. In this study, we develop a mathematical model to examine how a failing healthcare system influences the spread of nosocomial infections in hospitals. The model properties, such as the positivity and boundedness of solutions, are established. The disease-free equilibrium is determined and its stability is analyzed using the basic reproductive number R0. Model simulations are performed to determine the influence of some important parameters on the reproduction number of the model. The findings show that a collapsing healthcare system significantly affects the control of nosocomial infections in hospitals, as inadequate infection control measures lead to a more contaminated environment. Therefore, strengthening healthcare systems is essential to reducing nosocomial infections and ensuring safer hospital environments. These results have huge implications for the management of nosocomial infections in hospitals.
2000 MSC: 34C11, 34C60, 92B05

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.3389/fams.2025.1713373.s001（source: https://frontiersin.figshare.com/articles/dataset/Data_Sheet_1_Impact_of_healthcare_system_collapse_on_hospital-acquired_infection_dynamics_a_mathematical_approach_zip/31132159）。