东南亚脓毒症病因与结局数据集（多国多中心横断面研究）

数据集获取（Figshare）

• 源站标题：Data set - Causes and outcomes of sepsis in southeast Asia: a multinational multicentre cross-sectional study (NCT02157259)
• DOI：10.6084/m9.figshare.3486866.v1
• 发布日期：2016-12-22
• 文件数：1 个
• 文件总体积：1.74 MB
• 源站页面：https://figshare.com/articles/dataset/Data_set_-_Causes_and_outcomes_of_sepsis_in_southeast_Asia_a_multinational_multicentre_cross-sectional_study_NCT02157259_/3486866

命令行下载

curl -L -o "NCT02157259.xls" "https://ndownloader.figshare.com/files/6820200"

文件清单

• NCT02157259.xls（1.74 MB）

文件总体积 1.74 MB（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

This is an observational study to identify the etiology, management, and outcome of community-acquired sepsis and severe sepsis in children and adults in Southeast Asia. The study will take place in Thailand, Vietnam, and Indonesia, the partner countries of SEAICRN. Potential study patients will be any patients (both children and adults) who are presented at the hospital with community-acquired sepsis or severe sepsis and require hospitalization.

The fields contained in the database are as follows:

1. id: Unique identifier for each patient
2. country: The code of the country where each study hospital locates; 2 defines Thailand, 3 defines Vietnam and 4 defines Indonesia
3. site: The code of each study hospital
4. gender: The gender of patients
5. age_group_1: The age group of patients Children and Adults
6. age_group_2: The age group of patients; 1 mo - 7. severe_sepsis: severe sepsis defined by Surviving Sepsis Campaign 2012 for adult patients, and by International paediatric  sepsis consensus conference 2005 for paediatric patients
7. severe_sofa: sepsis defined by having SOFA score more than or equal to 2 according to the 2014 task force for adult patients; missing value for paediatric patients
8. mortality28: 28-day mortality outcome. Mortality outcome was not available in 19 children and 5 adults who withdrew from the study prior to 28-day follow-up, and in another 13 children and 6 adults who could not be contacted for 28-day outcome.
9. group1_ari: 1 defines patients who had clinical presentations of acute respiratory infection
10. group2_dia: 1 defines patients who had clinical presentations of acute diarrhoea
11. group3_cns: 1 defines patients who had clinical presentations of acute CNS infection
12. group1_si: 1 defines patients who had clinical presentations of acute systematic infection

The following variables represent patients who had pathogens or diseases identified based on a set of diagnostic tests used as described in the main manuscript. 
14. any_pathogen: 1 defines patients who had at least one pathogen defined and 0 defines patients who had no pathogen defined
15. bact_01_typhi: 1 defines patients who had Salmonella typhi
16. bact_02_nont

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.3486866.v1（source: https://figshare.com/articles/dataset/Data_set_-_Causes_and_outcomes_of_sepsis_in_southeast_Asia_a_multinational_multicentre_cross-sectional_study_NCT02157259_/3486866）。