Table 3.
Performance comparison of other state-of-the-art studies with ours.
| Metrics | Pei et al. (4) | Xue et al. (24) | Pei et al. (25) | Yin et al. (26) | Radiomics | Data fusion | Decision fusion |
|---|---|---|---|---|---|---|---|
| F1_score 95% CI |
0.829 | 0.771 | 0.771 | 0.857 | 0.837 [0.815, 0.859] |
0.846 [0.820, 0.872] |
0.878 [0.856, 0.900] |
| Balanced_Acc 95% CI |
0.749 | NA | 0.698 | 0.820 | 0.704 [0.701, 0.708] |
0.731 [0.709, 0.753] |
0.772 [0.727, 0.817] |
| Kappa 95% CI |
0.715 | NA | 0.627 | 0.767 | 0.689 [0.665, 0.712] |
0.716 [0.680, 0.752] |
0.773 [0.739, 0.806] |
CI, confidence interval; NA, not available; Bold Value, best value of the metric.