Table 1.
Inclusion criteria for patients in the MIMIC dataset. *Required measurements include Age, Heart Rate, Respiratory Rate, Peripheral Oxygen Saturation (SpO2), Temperature, Systolic Blood Pressure, Diastolic Blood Pressure, White Blood Cell Counts, Platelets, Lactate, Creatinine, and Bilirubin.
| Criterion | Encounters |
|---|---|
| ICU stays in MIMIC | 61,532 |
| ICU stays with patients aged ≥ 18 years, any measurements present* | 53,001 |
| Length of stay filtering for all patients 12 h | 50,695 |
| Length of stay filtering for all patients 24 h | 40,959 |
| Length of stay filtering for all patients 48 h | 26,576 |
| Length of stay filtering for all patients 72 h | 18,275 |
| Length of stay filtering for mechanically ventilated patients 12 h | 24,934 |
| Length of stay filtering for mechanically ventilated patients 24 h | 21,414 |
| Length of stay filtering for mechanically ventilated patients 48 h | 16,085 |
| Length of stay filtering for mechanically ventilated patients 72 h | 12,368 |
| Length of stay filtering for pneumonia patients 12 h | 8879 |
| Length of stay filtering for pneumonia patients 24 h | 7678 |
| Length of stay filtering for pneumonia patients 48 h | 5600 |
| Length of stay filtering for pneumonia patients 72 h | 4169 |