Table 5.
Performance of the proposed method on multicenter data
| Accuracy (%) | Sensitivity (%) | Specificity (%) | F1 (%) | |
|---|---|---|---|---|
| Sanmed Biotech Ltd | 98.23 | 98.30 | 99.80 | 98.62 |
| The First Affiliated Hospital of Zhengzhou University | 97.43 | 97.42 | 99.10 | 97.56 |
| West China Hospital of Sichuan University | 96.52 | 96.24 | 98.50 | 96.74 |
| Huamei Hospital | 96.46 | 96.10 | 98.46 | 96.61 |
| Shanghai General Hospital | 96.56 | 96.24 | 98.52 | 96.76 |
| Wuhan Union Hospital | 97.43 | 97.40 | 99.50 | 97.64 |
| The Fourth Hospital of Hebei Medical University | 97.84 | 97.83 | 99.61 | 97.83 |
| The Second Affiliated Hospital of Sun Yat-sen University | 96.53 | 96.74 | 98.91 | 96.95 |
| Liaocheng People’s Hospital | 96.43 | 96.72 | 98.45 | 96.55 |
| The First Affiliated Hospital of Nanchang University | 98.39 | 98.19 | 99.72 | 98.45 |
| Mean (%) | 97.18 | 97.11 | 99.06 | 97.37 |
| 95% CI (%) | 96.72–97.64 | 96.63–97.60 | 98.73–99.39 | 96.92–97.82 |
| CV (%) | 0.76 | 0.80 | 0.54 | 0.74 |