Table 2 Selected variables used for sepsis onset and mortality prediction
From: An interpretable risk prediction model for healthcare with pattern attention
Variables | Sepsis | Mortality |
|---|---|---|
Anion gap | \(\surd \) | |
Blood urea nitrogen | \(\surd \) | |
Braden scale | \(\surd \) | |
Chlorine | \(\surd \) | |
Creatinine | \(\surd \) | |
CO2 | \(\surd \) | |
Diastolic blood pressure | \(\surd \) | \(\surd \) |
FiO2 | \(\surd \) | |
Glasgow coma score | \(\surd \) | |
Glucose | \(\surd \) | \(\surd \) |
Heart rate | \(\surd \) | \(\surd \) |
Hematocrit | \(\surd \) | |
Hemoglobin | \(\surd \) | |
MAP | \(\surd \) | |
MCH concentration | \(\surd \) | |
Mean blood pressure | \(\surd \) | \(\surd \) |
Pain score | \(\surd \) | |
Platelet | \(\surd \) | |
Potassium | \(\surd \) | |
Pulse | \(\surd \) | |
RBC | \(\surd \) | |
Respiratory Rate | \(\surd \) | \(\surd \) |
Sodium | \(\surd \) | |
SPO2 | \(\surd \) | \(\surd \) |
Systolic blood pressure | \(\surd \) | \(\surd \) |
Temperature | \(\surd \) | \(\surd \) |
WBC | \(\surd \) |