Sepsis Cases - Event Log
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DOI: doi:10.4121/uuid:915d2bfb-7e84-49ad-a286-dc35f063a460
Author: Felix Mannhardt (Eindhoven University of Technology)
E-Mail: f.mannhardt@tue.nl
Description
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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.
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Attributes
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Name | Description
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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