Table 6:
The 17 selected clinical variables. The second column shows the source table(s) of a variable from mimic-iii database. The third column lists the “normal” values used in the imputation step. Table reproduced from Harutyunyan et al. [2017].
| Variable table | Impute value | Modeled as |
|---|---|---|
| Capillary refill rate | 0.0 | categorical |
| Diastolic blood pressure | 59.0 | continuous |
| Fraction inspired oxygen | 0.21 | continuous |
| Glascow coma scale eye opening | 4 spontaneously | categorical |
| Glascow coma scale motor response | 6 obeys commands | categorical |
| Glascow coma scale total | 15 | categorical |
| Glascow coma scale verbal response | 5 oriented | categorical |
| Glucose | 128.0 | continuous |
| Heart Rate | 86 | continuous |
| Height | 170.0 | continuous |
| Mean blood pressure | 77.0 | continuous |
| Oxygen saturation | 98.0 | continuous |
| Respiratory rate | 19 | continuous |
| Systolic blood pressure | 118.0 | continuous |
| Temperature | 36.6 | continuous |
| Weight | 81.0 | continuous |
| pH | 7.4 | continuous |