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.

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。