COVID-19时期剖宫产后手术部位感染数据集

数据集获取（Figshare）

• 源站标题：Surgical Site Infection after Cesarean Delivery in Times of COVID-19
• DOI：10.6084/m9.figshare.19902123.v1
• 发布日期：2022-05-27
• 文件数：1 个
• 文件总体积：5.63 KB
• 源站页面：https://scielo.figshare.com/articles/dataset/Surgical_Site_Infection_after_Cesarean_Delivery_in_Times_of_COVID-19/19902123

命令行下载

curl -L -o "Table_1.xls" "https://ndownloader.figshare.com/files/35334105"

文件清单

• Table_1.xls（5.63 KB）

文件总体积 5.63 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 analyze effects of the COVID-19 pandemic on the consumption of personal protective equipment and products (PPEP), as well as the frequency of surgical site infection (SSI) among non-COVID-19 patients submitted to cesarean sections. Methods A retrospective study was conducted in a maternity unity of a public teaching hospital which was not part of the reference service for COVID-19 treatment. It compared PPEP consumption and the occurrence of SSI after cesarean sections in monthly periods before and after the occurrence of the first case of COVID-19 in Porto Alegre, state of Rio Grande do Sul, Brazil. Personal protective equipment and products consumption was measured as units of masks, gloves, gowns, and caps, and use of alcohol-based products or soap for hand sanitation asml/patient/day. The SSI index was calculated as the proportion of cases of SSI over the number of cesarean sections performed monthly during the study period. Results There was an increase in all measured items of PPEP, with consumption of disposable masks with a median of 1,450 units in the pre-COVID period, and of 2550 in the post-COVID period (a 75.9% increase). A decrease of 49% in SSI was detected, with a median of 1.74 in the pre-COVID period and of 0.89 in the post-COVID period. Conclusion The increase in consumption of PPEP could be a result of safer practices adopted by healthcare workers with the advent of COVID-19, of which the following reduction in the occurrence of SSI could be a direct consequence. Despite the severity of the crisis, one could state that extreme situations can lead to valuable reflections and opportunities for improvement.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.19902123.v1（source: https://scielo.figshare.com/articles/dataset/Surgical_Site_Infection_after_Cesarean_Delivery_in_Times_of_COVID-19/19902123）。