重症监护病房中耐甲氧西林金黄色葡萄球菌感染相关因素数据集

数据集获取（Figshare）

• 源站标题：Fatores associados à infecção por Staphylococcus aureus resistente à meticilina em unidade de terapia intensiva
• DOI：10.6084/m9.figshare.14276261.v1
• 发布日期：2021-03-24
• 文件数：3 个
• 文件总体积：20.99 KB
• 源站页面：https://scielo.figshare.com/articles/dataset/Fatores_associados_infec_o_por_Staphylococcus_aureus_resistente_meticilina_em_unidade_de_terapia_intensiva/14276261

命令行下载

curl -L -o "Table_1.xls" "https://ndownloader.figshare.com/files/27085697"
curl -L -o "Table_2.xls" "https://ndownloader.figshare.com/files/27085700"
curl -L -o "Table_3.xls" "https://ndownloader.figshare.com/files/27085703"

文件清单

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

文件总体积 20.99 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 identify factors associated with methicillin-resistant Staphylococcus aureus (MRSA) infection in adult patients admitted to the Intensive Care Unit (ICU), and to compare them with a control group. Methods: Retrospective case-control study carried out in an adult ICU, from January 2015 to June 2017, with 61 patients who developed methicillin-resistant Staphylococcus aureus infection and the same number of control patients. Results: Most participants were male 65 (60.6%), with a neurological diagnosis 43 (35.2%) and hypertensive 61 (50.0%). In the comparison of the groups, there was a statistically significant difference in relation to mechanical ventilation (p=0.0107), tracheostomy (p=0.0083), death (p=0.0401), urinary catheter (p=0.0420), length of stay (p<0.0001) and severity (p=0.0003). The main factors associated with methicillin-resistant Staphylococcus aureus infection were: severity (OR= 65.69; CI=3.726-4.808; p=0.0018), use of antimicrobials (OR= 0.047;CI=0.028-0.122;p=0.0024), length of stay (OR=1.19; CI=0.952-1.031; p=0.0285). Conclusion: methicillin-resistant Staphylococcus aureus infection is multifactorial and has been associated with length of stay and severity. Use of antimicrobials was a protective factor.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.14276261.v1（source: https://scielo.figshare.com/articles/dataset/Fatores_associados_infec_o_por_Staphylococcus_aureus_resistente_meticilina_em_unidade_de_terapia_intensiva/14276261）。