Acute Kidney Injury prediction on MIMIC-IV 24h lead time
76.48AUROCCT-Former
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CT-Former2026.04 | 76.48 | 58.58 | |
| CfCCategory=DL2026.04 | 72.35 | 50.24 | |
| RKN-ΔtCategory=DL2026.04 | 72.08 | 50.35 | |
| t-PatchGNNCategory=DL2026.04 | 72.05 | 50.7 | |
| LTCCategory=DL2026.04 | 71.86 | 50.51 | |
| XGBoostCategory=ML2026.04 | 70.7 | 47.66 | |
| TransformerCategory=DL2026.04 | 70.43 | 48.29 | |
| ODE-RNNCategory=DL2026.04 | 68.24 | 46.82 | |
| Random ForestCategory=ML2026.04 | 67.92 | 44.14 | |
| LSTMCategory=DL2026.04 | 64.14 | 38.45 |