Sepsis Early Warning on MIMIC 24-hour window IV (test)
86.1AUCOurs
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Ours2026.04 | 86.1 | 82.7 | |
| CNN-LSTM2026.04 | 84.5 | 79.2 | |
| MGP-AttTCN2026.04 | 82.6 | 76.5 | |
| Transformer2026.04 | 82.2 | 77.4 | |
| Time-phased2026.04 | 81.4 | 77.6 | |
| LSTM2026.04 | 78.2 | 74.4 | |
| MEWS2026.04 | 67.2 | 49.2 | |
| Resnet2026.04 | 65.3 | 62.9 | |
| LR2026.04 | 64.2 | 58.3 | |
| KNN2026.04 | 59.6 | 58.4 | |
| SVM2026.04 | 58.2 | 57.3 | |
| SIRS2026.04 | 57.4 | 46.7 | |
| qSOFA2026.04 | 56.4 | 43.5 |