Description Format Details Source
Data from patients admitted to an intensive care unit
A dataset with 200 observations on the following 21 variables.
ID | Patient ID number |
Status | Patient status: 0 =lived or 1 =died |
Age | Patient's age (in years) |
Sex | 0 =male or 1 =female |
Race | Patient's race: 1 =white, 2 =black, or 3 =other |
Service | Type of service: 0 =medical or 1 =surgical |
Cancer | Is cancer involved? 0 =no or 1 =yes |
Renal | Is chronic renal failure involved? 0 =no or 1 =yes |
Infection | Is infection involved? 0 =no or 1 =yes |
CPR | Patient gets CPR prior to admission? 0 =no or 1 =yes |
Systolic | Systolic blood pressure (in mm of Hg) |
HeartRate | Pulse rate (beats per minute) |
Previous | Previous admission to ICU within 6 months? 0 =no or 1 =yes |
Type | Admission type: 0 =elective or 1 =emergency |
Fracture | Fractured bone involved? 0 =no or 1 =yes |
PO2 | Partial oxygen level from blood gases under 60? 0 =no or 1 =yes |
PH | pH from blood gas under 7.25? 0 =no or 1 =yes |
PCO2 | Partial carbon dioxide level from blood gas over 45? 0 =no or 1 =yes |
Bicarbonate | Bicarbonate from blood gas under 18? 0 =no or 1 =yes |
Creatinine | Creatinine from blood gas over 2.0? 0 =no or 1 =yes |
Consciousness | Level: 0 =conscious, 1 =deep stupor, or 2 =coma |
Data from a sample of 200 patients following admission to an adult intensive care unit (ICU).
DASL dataset downloaded from http://lib.stat.cmu.edu/DASL/Datafiles/ICU.html
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