Intensive Care Unit Admissions

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Description

data from patients admitted to an intensive care unit

Format

A data frame with 200 observations on the following 21 variables.

  • ID Patient ID number

  • status Patient status: Lived or Died

  • Status numerical code for Status

  • Age Patient's age (in years)

  • sex Male or Female

  • Sex numerical code for sex

  • race Patient's race: White, Black, or Other

  • Race numerical code for race

  • service Type of service: Medical or Surgical

  • Service numerical code for service

  • cancer Is cancer involved? No or Yes

  • Cancer Is cancer involved? 0 or 1

  • renal Is chronic renal failure involved? No or Yes

  • Renal Is chronic renal failure involved? 0 or 1

  • infection Is infection involved? No or Yes

  • Infection Is infection involved? 0 or 1

  • cpr Patient gets CPR prior to admission? No or Yes

  • CPR Patient gets CPR prior to admission? 0 or 1

  • Systolic Systolic blood pressure (in mm of Hg)

  • HeartRate Pulse rate (beats per minute)

  • previous Previous admission to ICU wihtin 6 months? No or Yes

  • Previous Previous admission to ICU wihtin 6 months? 0 or 1

  • type Admission type: Elective or Emergency

  • Type Admission type: 0 or 1

  • fracture Fractured bone involved? No or Yes

  • Fracture Fractured bone involved? 0 or 1

  • pO2 Partial oxygen level from blood gases under 60? No or Yes

  • PO2 Partial oxygen level from blood gases under 60? 0 or 1

  • pHlow pH from blood gas under 7.25? No or Yes

  • pH pH from blood gas under or over 7.25? Low or Hi

  • PH pH from blood gas under or over 7.25? 0 or 1

  • pCO2hi Partial carbon dioxide level from blood gas over 45? No or Yes

  • pCO2 Partial carbon dioxide level from blood gas over or under 45? Low or Hi

  • PCO2 Partial carbon dioxide level from blood gas over or under 45? 0 or 1

  • bicarbonateLow Bicarbonate from blood gas under 18? No or Yes

  • bicarbonate Bicarbonate from blood gas under or over 18? Low or Hi

  • Bicarbonate Bicarbonate from blood gas under or over 18? 0 or 1

  • creatinineHi Creatinine from blood gas over 2.0? No or Yes

  • creatinine Creatinine from blood gas over or under 2.0? Low or Hi

  • Creatinine Creatinine from blood gas over or under 2.0? 0 or 1

  • consciousness Levels: Conscious, Deep Stupor, or Coma

  • Consciousness Levels: 0, 1, or 2

Details

Data from a sample of 200 patients following admission to an adult intensive care unit (ICU).

Source

DASL dataset downloaded from http://lib.stat.cmu.edu/DASL/Datafiles/ICU.html

Examples

1

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