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. 2025 May 21;12:1583514. doi: 10.3389/fmed.2025.1583514

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.