Acute Kidney Injury prediction on MIMIC-IV 0h lead time
88.72AUROCCT-Former
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CT-Former2026.04 | 88.72 | 76.73 | |
| t-PatchGNNCategory=DL2026.04 | 85.38 | 72.21 | |
| CfCCategory=DL2026.04 | 82.49 | 67.81 | |
| LTCCategory=DL2026.04 | 81.95 | 67.76 | |
| RKN-ΔtCategory=DL2026.04 | 81.94 | 66.19 | |
| XGBoostCategory=ML2026.04 | 80.71 | 63.03 | |
| TransformerCategory=DL2026.04 | 79.96 | 61.92 | |
| ODE-RNNCategory=DL2026.04 | 77.65 | 59.81 | |
| Random ForestCategory=ML2026.04 | 75.38 | 57.73 | |
| LSTMCategory=DL2026.04 | 71.36 | 47.23 |