Table 5 Input features from blood panel profile.
From: Machine learning based predictors for COVID-19 disease severity
Blood panel features | Median | Min | Max |
|---|---|---|---|
Glucose (mg/dL) | 131 | 53 | 575 |
Calcium (mg/dL) | 8.7 | 6.7 | 11.2 |
Albumin (g/dL) | 3.9 | 0 | 4.7 |
Total protein (g/dL) | 7.1 | 0 | 9.3 |
Sodium (mmol/L) | 136 | 124 | 154 |
Potassium (mmol/L) | 4.1 | 2.7 | 6.3 |
Bicarbonate (total CO2) (mmol/L) | 23 | 11 | 37 |
Chloride (mmol/L) | 98 | 84 | 114 |
Blood urea nitrogen (BUN) (mg/dL) | 13 | 0.56 | 137 |
Creatinine (mg/dL) | 0.84 | 0.37 | 17.59 |
Alkaline phosphatase (ALP) (U/L) | 80 | 29 | 417 |
Alanine amino transferase (ALT/SGPT) (U/L) | 35.5 | 5 | 247 |
Aspartate amino transferase (AST/SGOT) (U/L) | 47 | 13 | 355 |
Bilirubin (mg/dL) | 0.5 | 0.2 | 20.5 |
C-reactive protein (CRP) (mg/L) | 91.7 | 0.6 | 470.8 |
d-dimer (mcg/mL FEU) | 0.81 | 0.14 | 20 |
Procalcitonin (ng/mL) | 0.18 | 0.02 | 31.9 |
