Sepsis Early Warning on MIMIC 4-hour window IV (test)
90.3AUCOurs
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Ours2026.04 | 90.3 | 87.1 | |
| CNN-LSTM2026.04 | 90 | 86.4 | |
| Transformer2026.04 | 89.4 | 86.3 | |
| MGP-AttTCN2026.04 | 89.4 | 86.3 | |
| LSTM2026.04 | 89.1 | 85.2 | |
| Time-phased2026.04 | 87.7 | 83 | |
| LR2026.04 | 87.4 | 83.3 | |
| KNN2026.04 | 83.5 | 78.5 | |
| Resnet2026.04 | 82.9 | 81.1 | |
| SVM2026.04 | 82.5 | 76.6 | |
| MEWS2026.04 | 72.8 | 53.2 | |
| SIRS2026.04 | 60 | 47.9 | |
| qSOFA2026.04 | 57.5 | 43.2 |