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Pixel-wise F1 score of lesion/non-lesion segmentation vs. accuracy thereof across different levels of θα and θβ. The conditional random field parameters that yielded the highest F1 score (red point) also yielded near-maximum accuracy of segmentation. Each point represents a single combination of θα and θβ tested in the grid search (Figure 5).
