社区获得性与医院获得性脓毒症患者特征与预后数据集

数据集获取（Figshare）

• 源站标题：Characteristics and outcomes of patients with community-acquired and hospital-acquired sepsis
• DOI：10.6084/m9.figshare.7974038.v1
• 发布日期：2019-04-10
• 文件数：4 个
• 文件总体积：26.62 KB
• 源站页面：https://scielo.figshare.com/articles/dataset/Characteristics_and_outcomes_of_patients_with_community-acquired_and_hospital-acquired_sepsis/7974038

命令行下载

curl -L -o "Table_1.xls" "https://ndownloader.figshare.com/files/14852630"
curl -L -o "Table_2.xls" "https://ndownloader.figshare.com/files/14852633"
curl -L -o "Table_3.xls" "https://ndownloader.figshare.com/files/14852636"
curl -L -o "Table_4.xls" "https://ndownloader.figshare.com/files/14852642"

文件清单

• Table_1.xls（5.63 KB）
• Table_2.xls（9.73 KB）
• Table_3.xls（5.63 KB）
• Table_4.xls（5.63 KB）

文件总体积 26.62 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 compare the clinical characteristics and outcomes of patients with community-acquired and hospital-acquired sepsis. Methods: This is a retrospective cohort study that included all patients with a diagnosis of sepsis detected between January 2010 and December 2015 at a private hospital in southern Brazil. Outcomes (mortality, intensive care unit and hospital lengths of stay) were measured by analyzing electronic records. Results: There were 543 hospitalized patients with a diagnosis of sepsis, with a frequency of 90.5 (85 to 105) cases/year. Of these, 319 (58%) cases were classified as hospital-acquired sepsis. This group exhibited more severe disease and had a larger number of organ dysfunctions, with higher hospital [8 (8 - 10) versus 23 (20 - 27) days; p

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.7974038.v1（source: https://scielo.figshare.com/articles/dataset/Characteristics_and_outcomes_of_patients_with_community-acquired_and_hospital-acquired_sepsis/7974038）。