Table 3 Predictors used in the experiments
From: An evaluation of time series summary statistics as features for clinical prediction tasks
Feature | Item ID | Item Name | Table |
|---|---|---|---|
Glasgow Coma Scale | 184 | GCSEyes | chartevents |
| Â | 220739 | Eye Opening | chartevents |
| Â | 454 | GCSMotor | chartevents |
| Â | 223901 | Motor Response | chartevents |
| Â | 723 | GCSVerbal | chartevents |
| Â | 223900 | Verbal Response | chartevents |
White Blood Cells Count | 51301 | White Blood Cells | labevents |
| Â | 51300 | WBC Count | labevents |
Potassium Level | 50971 | Potassium | labevents |
| Â | 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 |
| Â | 223761 | Temperature_Fahrenheit | chartevents |
| Â | 676 | Temperature_C | chartevents |
| Â | 223762 | Temperature_Celsius | chartevents |
Urine Output | 40055 | Urine Out Foley | outputevents |
FiO2 | 223835 | Inspired O2 Fraction | chartevents |
| Â | 190 | FiO2 Set | chartevents |
Heart Rate(HR) | 211 | Heart Rate | chartevents |
| Â | 220045 | Heart Rate | chartevents |
Systolic Blood Pressure(SBP) | 220179 | Noninvasive Systolic Blood Pressure | chartevents |
| Â | 455 | NBP[Systolic] | chartevents |
Age | - | - | patients |
Admission_Type | - | - | admissions |