Acute Kidney Injury prediction on MIMIC-IV 12h lead time
0.8098AUROCCT-Former
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CT-Former2026.04 | 0.8098 | 0.6553 | |
| t-PatchGNNCategory=DL2026.04 | 0.7762 | 0.5527 | |
| RKN-ΔtCategory=DL2026.04 | 0.7637 | 0.5862 | |
| LTCCategory=DL2026.04 | 0.7623 | 0.5921 | |
| CfCCategory=DL2026.04 | 0.7549 | 0.5811 | |
| XGBoostCategory=ML2026.04 | 0.737 | 0.5435 | |
| TransformerCategory=DL2026.04 | 0.7311 | 0.5316 | |
| ODE-RNNCategory=DL2026.04 | 0.7254 | 0.5209 | |
| Random ForestCategory=ML2026.04 | 0.7075 | 0.5042 | |
| LSTMCategory=DL2026.04 | 0.6806 | 0.4401 |