Table_1_应用于COVID-19大流行的医疗器械开发危机响应框架

数据集获取（Figshare）

• 源站标题：Table_1_A Crisis-Responsive Framework for Medical Device Development Applied to the COVID-19 Pandemic.DOCX
• DOI：10.3389/fdgth.2021.617106.s001
• 发布日期：2021-03-22
• 文件数：1 个
• 文件总体积：859.53 KB
• 源站页面：https://frontiersin.figshare.com/articles/dataset/Table_1_A_Crisis-Responsive_Framework_for_Medical_Device_Development_Applied_to_the_COVID-19_Pandemic_DOCX/14262242

命令行下载

curl -L -o "Table_1_A Crisis-Responsive Framework for Medical Device Development Applied to the COVID-19 Pandemic.DOCX" "https://ndownloader.figshare.com/files/27000185"

文件清单

• Table_1_A Crisis-Responsive Framework for Medical Device Development Applied to the COVID-19 Pandemic.DOCX（859.53 KB）

文件总体积 859.53 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 disruption of conventional manufacturing, supply, and distribution channels during the COVID-19 pandemic caused widespread shortages in personal protective equipment (PPE) and other medical supplies. These shortages catalyzed local efforts to use nontraditional, rapid manufacturing to meet urgent healthcare needs. Here we present a crisis-responsive design framework designed to assist with product development under pandemic conditions. The framework emphasizes stakeholder engagement, comprehensive but efficient needs assessment, rapid manufacturing, and modified product testing to enable accelerated development of healthcare products. We contrast this framework with traditional medical device manufacturing that proceeds at a more deliberate pace, discuss strengths and weakness of pandemic-responsive fabrication, and consider relevant regulatory policies. We highlight the use of the crisis-responsive framework in a case study of face shield design and production for a large US academic hospital. Finally, we make recommendations aimed at improving future resilience to pandemics and healthcare emergencies. These include continued development of open source designs suitable for rapid manufacturing, education of maker communities and hospital administrators about rapidly-manufactured medical devices, and changes in regulatory policy that help strike a balance between quality and innovation.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.3389/fdgth.2021.617106.s001（source: https://frontiersin.figshare.com/articles/dataset/Table_1_A_Crisis-Responsive_Framework_for_Medical_Device_Development_Applied_to_the_COVID-19_Pandemic_DOCX/14262242）。