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. 2023 Aug 25;14:141. doi: 10.1186/s13244-023-01487-6

Table 2.

Metric results for each model iteration selected for the active learning process

Model Active learning starting point Sensitivity Positive predictive value Dice similarity coefficient Jaccard similarity coefficient Modified Hausdorff distance
Model B AL 23 epochs 0.872 0.859 0.854 0.757 4.045
Model C AL1 23 epochs 0.851 0.803 0.813 0.702 4.413
Model C AL2 38 epochs 0.869 0.815 0.830 0.725 4.215
Model C AL3 50 epochs 0.876 0.829 0.841 0.741 4.067