Sepsis Cases - Event Log =============================================================================== DOI: doi:10.4121/uuid:915d2bfb-7e84-49ad-a286-dc35f063a460 Author: Felix Mannhardt (Eindhoven University of Technology) E-Mail: f.mannhardt@tue.nl Description =============================================================================== 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 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. =============================================================================== Attributes =============================================================================== Name | Description ------------------------------------------------------------------------------- Age | Age in 5-year groups Diagnostic* | Various checkboxes on the triage document DisfuncOrg | Checkbox: Disfunctional organ Hypotensie | Checkbox: Hypotension Hypoxie | Checkbox: Hypoxia InfectionSuspected | Checkbox: Suspected infection Infusion | Checkbox: Intravenous infusion required Oligurie | Checkbox: Oliguria SIRSCritHeartRate | Checkbox: One of the SIRS criteria SIRSCritLeucos | Checkbox: One of the SIRS criteria SIRSCritTachypnea | Checkbox: One of the SIRS criteria SIRSCritTemperature | Checkbox: One of the SIRS criteria SIRSCriteria2OrMore | Checkbox: Two or more of the SIRS criteria Leucocytes | Leucocytes measurement CRP | CRP measurement LacticAcid | Lactic-acid measurement