Table 3.
Predictors used in the experiments
| Feature | Item ID | Item Name | Table |
|---|---|---|---|
| Glasgow Coma Scale | 184 | GCSEyes | chartevents |
| 220739 | Eye Opening | chartevents | |
| 454 | GCSMotor | chartevents | |
| 223901 | Motor Response | chartevents | |
| 723 | GCSVerbal | chartevents | |
| 223900 | Verbal Response | chartevents | |
| White Blood Cells Count | 51301 | White Blood Cells | labevents |
| 51300 | WBC Count | labevents | |
| Potassium Level | 50971 | Potassium | labevents |
| 50822 | Potassium, whole Blood | labevents | |
| Po2 | 50821 | pO2 | labevents |
| Serum Bicarbonate Level | 50882 | Bicarbonate | labevents |
| Sodium Level | 50983 | Sodium | labevents |
| Urea Nitrogen (Bun) | 51006 | Urea Nitrogen | labevents |
| Bilirubin, Total | 50885 | Bilirubin, Total | labevents |
| Temperature | 678 | Temperature_F | chartevents |
| 223761 | Temperature_Fahrenheit | chartevents | |
| 676 | Temperature_C | chartevents | |
| 223762 | Temperature_Celsius | chartevents | |
| Urine Output | 40055 | Urine Out Foley | outputevents |
| FiO2 | 223835 | Inspired O2 Fraction | chartevents |
| 190 | FiO2 Set | chartevents | |
| Heart Rate(HR) | 211 | Heart Rate | chartevents |
| 220045 | Heart Rate | chartevents | |
| Systolic Blood Pressure(SBP) | 220179 | Noninvasive Systolic Blood Pressure | chartevents |
| 455 | NBP[Systolic] | chartevents | |
| Age | - | - | patients |
| Admission_Type | - | - | admissions |