Alternate Outcomes
- Filenames:
- Train:
train_alternate_outcome_timeseries_8hr.csv - Valid:
valid_alternate_outcome_timeseries_8hr.csv - Test:
test_alternate_outcome_timeseries_8hr.csv
- Train:
-
Table Purpose: Alternate outcomes (i.e., sepsis, respiratory failure) for every encounter in 8 hour time windows.
- Number of rows:
- Train: 362,179
- Valid: 52,181
- Test: 20,538
- Links to:
ENCOUNTER_NUM,window
Table columns
| Column name | Description |
|---|---|
ENCOUNTER_NUM | Identifier used for each encounter. |
window | 8-hour window since time of admission. |
sepsis_24 | 1 if patient experiences sepsis in the next 24 hours, 0 otherwise. |
sepsis_48 | 1 if patient experiences sepsis in the next 48 hours, 0 otherwise. |
sepsis_72 | 1 if patient experiences sepsis in the next 72 hours, 0 otherwise. |
resp_24 | 1 if patient experiences respiratory failure in the next 24 hours, 0 otherwise. |
resp_48 | 1 if patient experiences respiratory failure in the next 48 hours, 0 otherwise. |
resp_72 | 1 if patient experiences respiratory failure in the next 72 hours, 0 otherwise. |