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Table 4 Positive Predictive Value (Precision) evaluating predictions from UNet, ColorAE, and ensemble methods against dilated seed labels

From: Deep learning-based image analysis methods for brightfield-acquired multiplex immunohistochemistry images

Model CD3 CD4 CD8 CD20 CD16 K17
ColorAE 0.49 0.67 0.615 0.945 0.706 0.502
UNet 0.473 0.647 0.488 0.736 0.526 0.722
Intersection 0.562 0.773 0.619 0.957 0.699 0.771
Union 0.425 0.603 0.486 0.757 0.53 0.491
Union anchor AE 0.501 0.678 0.629 0.944 0.756 0.521
Union anchor UNet 0.486 0.663 0.493 0.738 0.541 0.77