eICU Collaborative Research Database
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Sepsis prediction | eICU Collaborative Research Database (test) | C-index56 | 81 | |
| Prolonged ICU stay prediction | eICU Collaborative Research Database (eICU-CRD) (test) | Hazard Ratio (HR)0.2 | 80 | |
| Missing Data Imputation | eICU Collaborative Research Database Simulation of Blockwise Missing Data n=5000, p=40 | RMSE0.06 | 24 | |
| Missing Data Imputation | eICU Collaborative Research Database Simulation of Blockwise Missing Data (n=5000, p=40) | RMSE0.065 | 16 |
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