Acute Kidney Injury prediction on MIMIC-IV 6h lead time
0.8471AUROCCT-Former
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CT-Former2026.04 | 0.8471 | 0.7073 | |
| t-PatchGNNCategory=DL2026.04 | 0.8183 | 0.6648 | |
| RKN-ΔtCategory=DL2026.04 | 0.7948 | 0.5799 | |
| CfCCategory=DL2026.04 | 0.7892 | 0.63 | |
| LTCCategory=DL2026.04 | 0.7871 | 0.6277 | |
| XGBoostCategory=ML2026.04 | 0.7549 | 0.5716 | |
| TransformerCategory=DL2026.04 | 0.7532 | 0.5422 | |
| ODE-RNNCategory=DL2026.04 | 0.7441 | 0.5347 | |
| Random ForestCategory=ML2026.04 | 0.7218 | 0.5307 | |
| LSTMCategory=DL2026.04 | 0.7058 | 0.4887 |