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. 2025 May 6;13:1590962. doi: 10.3389/fbioe.2025.1590962

TABLE 7.

Ablation study results on the impact of contrastive learning.

Model AUC Accuracy Precision Recall F1 score
KneeXNet 0.985 ± 0.003 0.968 ± 0.004 0.972 ± 0.005 0.979 ± 0.004 0.975 ± 0.004
KneeXNet-C 0.980 ± 0.004 0.964 ± 0.005 0.969 ± 0.006 0.975 ± 0.005 0.972 ± 0.005

The bold values represent the best-performing results for each respective metric or category.