--- a +++ b/readme.txt @@ -0,0 +1,42 @@ +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 + + +