败血症病例事件日志

数据集获取（Figshare）

• 源站标题：Sepsis Cases - Event Log
• DOI：10.4121/uuid:915d2bfb-7e84-49ad-a286-dc35f063a460
• 发布日期：2016-12-07
• 文件数：3 个
• 文件总体积：211.79 KB
• 源站页面：https://data.4tu.nl/articles/dataset/Sepsis_Cases_-_Event_Log/12707639

命令行下载

curl -L -o "DATA.xml" "https://ndownloader.figshare.com/files/24061973"
curl -L -o "Sepsis Cases - Event Log.xes.gz" "https://ndownloader.figshare.com/files/24061976"
curl -L -o "readme.txt" "https://ndownloader.figshare.com/files/24061979"

文件清单

• DATA.xml（7.22 KB）
• Sepsis Cases - Event Log.xes.gz（202.51 KB）
• readme.txt（2.06 KB）

文件总体积 211.79 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

This real-life event log contains events of sepsis cases from a hospital. Sepsis is a life threatening condition typically caused by an infection. One case represents the pathway through the hospital.
The events were recorded by the ERP (Enterprise Resource Planning) system of the hospital. There are about 1000 cases with in total 15,000 events that were recorded for 16 different activities. Moreover, 39 data attributes are recorded, e.g., the group responsible for the activity, the results of tests and information from checklists.
Events and attribute values have been anonymized. The time stamps of events have been randomized, but the time between events within a trace has not been altered.

许可

4TU General Terms of Use

引用

学术使用请引用 DOI 10.4121/uuid:915d2bfb-7e84-49ad-a286-dc35f063a460（source: https://data.4tu.nl/articles/dataset/Sepsis_Cases_-_Event_Log/12707639）。