Table 1.
Clinical and demographic properties of the study population.
| Dataset | MIMIC-III | eICU |
|---|---|---|
| Number of ICUs | 5 | 335 |
| Acquisition timespan | 2001–2012 | 2014–2015 |
| Number of included patients | 11,443 | 23,699 |
| Number of mechanical ventilation events | 11,943 | 25,086 |
| Age, years | 66.9 (56.3–77.5) | 65.0 (54–74) |
| Body weight, kilogram | 85.7 (±18.1) | 83.5 (±22.0) |
| Sex, female | 4,329 (36.3%) | 10,546 (42.0%) |
| Sex, male | 7,614 (63.7%) | 14,540 (58.0) |
| 90-days mortality, % | 15.8 | Not available |
| In-hospital mortality, % | 11.1 | 13.2 |
| LOS ICU, days | 3.1 (1.6–6.1) | 3.0 (1.71–5.9) |
| LOS hospital, days | 9 (6–15) | 8 (5–15) |
| PEEP, cmH2O | 6 (±1.7) | 6.3 (±7.0) |
| FiO2, % | 45.9 (±5.8) | 44.9 (± 23.6) |
| Vt, mL/kg | 8.3 (±1.6) | 7.5 (±1.2) |
| SOFA at ICU admission, points | 5.6 (±2.9) | 2.3 (± 2.2) |
Demographic and clinical data of the assessed patient cohort, extracted from the MIMIC III and eICU database, respectively. LOS: Length of stay, SOFA: Sequential Organ Failure Assessment Score.
Demographic and clinical data of the assessed patient cohort, extracted from the MIMIC III and eICU database, respectively. Data is presented in n (%), mean (SD) or median (IQR); LOS: Length of stay, SOFA: Sequential Organ Failure Assessment Score.