Sepsis risk prediction on Multi-institutional Chinese cohort (test)
90.72AUCTriplet-GCN
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Triplet-GCN2025.12 | 90.72 | 60.94 | 95.42 | 86.67 | 83.33 | 71.56 | 84.1 | |
| Random Forest2025.12 | 89.52 | 59.38 | 91.6 | 77.55 | 82.19 | 67.26 | 81.03 | |
| XGBoost2025.12 | 87.79 | 54.69 | 87.02 | 67.31 | 79.72 | 60.34 | 76.41 | |
| SVM2025.12 | 87.42 | 53.12 | 92.37 | 77.27 | 80.13 | 62.96 | 79.49 | |
| KNN2025.12 | 86.66 | 54.69 | 95.42 | 85.37 | 81.17 | 66.67 | 82.05 |