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 |