Table 5.
Sample of patient data from after applying the quantiles approach.
| Feature | Operationalization | Value | |
| Modified mean |
|
|
|
|
|
HeartRate_mean_mod | Mean of modified heart rate (beats/minute) | 103.59 |
|
|
sysbp_mean_mod | Mean of modified arterial diastolic blood pressure (mmHg) | 109.34 |
|
|
diasbp_mean_mod | Mean of modified arterial systolic blood pressure (mmHg) | 57.03 |
|
|
resprate_mean_mod | Mean of modified respiratory rate (breaths/minute) | 16.36 |
|
|
tempc_mean_mod | Mean of modified body temperature (°C) | 37.12 |
|
|
spo2_mean_mod | Mean of modified peripheral oxygen saturation (%) | 89.00 |
|
|
glucose_mean_mod | Mean of modified blood glucose level (mg/dL) | 214.46 |
| Modified SD |
|
|
|
|
|
heartRate_std_mod | SD of modified heart rate (beats/minute) | 35.76 |
|
|
sysbp_std_mod | SD of modified arterial diastolic blood pressure (mmHg) | 30.83 |
|
|
diasbp_std_mod | SD of modified arterial systolic blood pressure (mmHg) | 14.36 |
|
|
resprate_std_mod | SD of modified respiratory rate (breaths/minute) | 5.49 |
|
|
tempc_std_mod | SD of modified body temperature (°C) | 0.43 |
|
|
spo2_std_mod | SD of modified peripheral oxygen saturation (%) | 8.74 |
|
|
glucose_std_mod | SD of modified blood glucose level (mg/dL) | 78.60 |
| Modified quantiles |
|
|
|
|
|
HeartRateQuantPer | First and fourth quantiles percent of heart Rate | 0.5522 |
|
|
SystolicQuantPer | First and fourth quantiles percent of arterial diastolic blood pressure | 0.4266 |
|
|
DiastolicQuantPer | First and fourth quantiles percent of arterial systolic blood pressure | 0.4400 |
|
|
RespRateQuantPer | First and fourth quantiles percent of respiratory rate | 0.3384 |
|
|
TempCQuantPer | First and fourth quantiles percent of body temperature | 0.5384 |
|
|
SPO2QuantPer | First and fourth quantiles percent of peripheral oxygen saturation | 0.0689 |
|
|
GlucoseQuantPer | First and fourth quantiles percent of blood glucose level | 0.8125 |