Acute Kidney Injury prediction on MIMIC-IV 18h lead time
0.7782AUROCCT-Former
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CT-Former2026.04 | 0.7782 | 0.6044 | |
| t-PatchGNNCategory=DL2026.04 | 0.7658 | 0.5494 | |
| LTCCategory=DL2026.04 | 0.7519 | 0.5375 | |
| RKN-ΔtCategory=DL2026.04 | 0.7497 | 0.5399 | |
| CfCCategory=DL2026.04 | 0.7482 | 0.5488 | |
| TransformerCategory=DL2026.04 | 0.7306 | 0.5052 | |
| XGBoostCategory=ML2026.04 | 0.7248 | 0.5159 | |
| ODE-RNNCategory=DL2026.04 | 0.7115 | 0.4983 | |
| Random ForestCategory=ML2026.04 | 0.6949 | 0.4808 | |
| LSTMCategory=DL2026.04 | 0.679 | 0.4323 |