Table 1 The 30 features that were extracted from the MIMIC-IV database. The full names of all features can be found in Appendix 1 (Supplementary Table 6).
Category | Features | |
|---|---|---|
Common features | Demographic features | Age, BMI, gender |
Physiological features | Urine output, heart rate, non-invasive systolic blood pressure, non-invasive diastolic blood pressure, non-invasive mean blood pressure, respiration rate, temperature, SpO2 | |
Glasgow scoring | Gcs, Gcs verbal, Gcs motor, Gcs eyes | |
Laboratory features | Blood gas analysis features | Oxygenation index, A-ado2, Base excess, TotalCO2, PCO2, PH, PO2 |
Chemical assay features | Creatinine, Glucose, Bun | |
Complete blood cell count features | Hematocrit, hemoglobin, platelet, Rbc, Wbc |
