Sepsis Early Warning on MIMIC 8-hour window IV (test)
89.9AUCOurs
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Ours2026.04 | 89.9 | 86.2 | |
| MGP-AttTCN2026.04 | 87.6 | 84.9 | |
| CNN-LSTM2026.04 | 87.4 | 84.3 | |
| LSTM2026.04 | 87.3 | 83.3 | |
| Transformer2026.04 | 87.1 | 84.5 | |
| Time-phased2026.04 | 84.2 | 81.8 | |
| LR2026.04 | 83.2 | 79.1 | |
| KNN2026.04 | 77.9 | 74.2 | |
| Resnet2026.04 | 77.6 | 74.2 | |
| SVM2026.04 | 76.6 | 73.4 | |
| MEWS2026.04 | 71.9 | 52.5 | |
| SIRS2026.04 | 57.6 | 47.5 | |
| qSOFA2026.04 | 54.6 | 44.5 |