Table 5.
Evaluation of domain adaptation under cross-institutional setting.
Model variant | Accuracy ↑ | Precision ↑ | Recall ↑ | F1 Score ↑ |
---|---|---|---|---|
Baseline (no domain adaptation) | 80.2 ± 0.4 | 78.3 ± 0.3 | 76.8 ± 0.4 | 77.5 ± 0.3 |
+ Domain-adaptive learning (DAL) | 83.0 ± 0.3 | 81.0 ± 0.3 | 80.1 ± 0.3 | 80.5 ± 0.3 |
+ Full HAFS Framework | 85.6 ±0.3 | 83.5 ±0.3 | 82.9 ±0.4 | 83.2 ±0.3 |
Bold values indicate the best performance in each column.