巴基斯坦拉合尔医疗设备相关感染中耐甲氧西林金黄色葡萄球菌的流行率与抗菌谱回顾性研究

数据集获取（Figshare）

• 源站标题：Prevalence and antibiogram of methicillin resistant Staphylococcus aureus isolated from medical device-related infections; a retrospective study in Lahore, Pakistan
• DOI：10.6084/m9.figshare.5666806.v1
• 发布日期：2017-12-05
• 文件数：3 个
• 文件总体积：558.78 KB
• 源站页面：https://scielo.figshare.com/articles/dataset/Prevalence_and_antibiogram_of_methicillin_resistant_Staphylococcus_aureus_isolated_from_medical_device-related_infections_a_retrospective_study_in_Lahore_Pakistan/5666806

命令行下载

curl -L -o "1678-9849-rsbmt-50-05-680-gf1.jpg" "https://ndownloader.figshare.com/files/9892534"
curl -L -o "1678-9849-rsbmt-50-05-680-gf2.jpg" "https://ndownloader.figshare.com/files/9892546"
curl -L -o "Table_1.xls" "https://ndownloader.figshare.com/files/9892552"

文件清单

• 1678-9849-rsbmt-50-05-680-gf1.jpg（236.26 KB）
• 1678-9849-rsbmt-50-05-680-gf2.jpg（316.89 KB）
• Table_1.xls（5.63 KB）

文件总体积 558.78 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: With the advancement of medicine and surgery, various types of medical devices have become part of treatment strategies. METHODS: Identification and antimicrobial sensitivity testing were done according to CLSI guidelines following standard microbiological practices. RESULTS: Urinary catheter infections (31%) were most frequent followed by central venous catheter (18%) and orthopedic implants (15%). Methicillin resistant Staphylococcus aureus (MRSA) was a major cause of device-related infection after Escherichia coli (21%); other pathogens were Klebsiella pneumoniae (14%), Pseudomonas spp. (10%), Acinetobacter spp. (8%) and Candida species (7%). None of MRSA was resistant to vancomycin (MIC ≥16µg/mL). Resistance rates were 98% and 97% for ofloxacin and ciprofloxacin, respectively. CONCLUSIONS Escherichia coli and MRSA are major pathogens of medical device-related infections.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.5666806.v1（source: https://scielo.figshare.com/articles/dataset/Prevalence_and_antibiogram_of_methicillin_resistant_Staphylococcus_aureus_isolated_from_medical_device-related_infections_a_retrospective_study_in_Lahore_Pakistan/5666806）。