Sepsis Cases - Event Log

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.

本真实事件日志收录了某医院脓毒症（Sepsis）病例的相关事件。脓毒症是一种通常由感染引发的致命病症，每一条病例轨迹代表一名患者在该院的完整就医路径。上述事件由该医院的ERP（企业资源计划，Enterprise Resource Planning）系统记录。本数据集共包含约1000条病例轨迹，累计15000条事件，对应16类不同的医疗活动。此外，数据集还收录了39项数据属性，例如负责执行活动的科室、检验结果以及检查表相关信息。所有事件及属性值均已完成匿名化处理。事件的时间戳已进行随机化处理，但同一条轨迹内事件间的时间间隔未做修改。

搜集汇总

背景与挑战

背景概述

该数据集是一个真实医院脓毒症病例的事件日志，包含约1000个病例、15000个事件、16种活动和39个数据属性，用于流程挖掘和数据挖掘研究。事件和属性已匿名化，时间戳随机化但保持了事件间的时间间隔，覆盖2013年至2015年的时间范围。