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. 2023 Feb 23;36(3):1016–1028. doi: 10.1007/s10278-022-00751-3

Table 4.

Fivefold cross-validation classification metrics compared between our method and baseline segmentations. Mean values and standard deviations across folds are presented. The threshold is chosen to achieve a sensitivity closest to 0.9

Metric/Segmentation Our Approach Baseline
ROC AUC 0.763 ± 0.056 0.710 ± 0.060
Accuracy 0.563 ± 0.059 0.512 ± 0.036
Sensitivity 0.901 ± 0.076 0.901 ± 0.052
Specificity 0.323 ± 0.075 0.234 ± 0.023
PPV3 0.490 ± 0.067 0.459 ± 0.049