PPICU
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Blood Test Ordering (Lab) | PPICU (holdout) | Recall93.6 | 7 | |
| Treatment Indicators (Drug) | PPICU (holdout) | Recall93.7 | 7 | |
| In-hospital Mortality | PPICU (holdout) | AUROC89 | 7 | |
| Remaining Length of Stay | PPICU (holdout) | MAE0.358 | 6 | |
| Multivariate Forecasting | PPICU (holdout) | MSE0.017 | 6 | |
| Lab Result Prediction | PPICU | Performance Score97 | 2 | |
| Feature Prediction | PPICU | Performance Score97 | 2 | |
| Forecasting | PPICU | Performance Score0.62 | 2 | |
| Length of Stay (LoS) Prediction | PPICU | Performance Score1.03 | 2 | |
| Mortality Prediction | PPICU | Performance Score0.72 | 2 |
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