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. 2020 Jul 28;15:100. doi: 10.1186/s13000-020-01003-0

Table 2.

F1 Scores evaluating predictions from UNet, ColorAE, and ensemble methods against dilated seed labels

Model CD3 CD4 CD8 CD20 CD16 K17
ColorAE 0.652 0.728 0.72 0.347 0.796 0.637
UNet 0.628 0.661 0.628 0.353 0.687 0.739
Intersection 0.698 0.693 0.722 0.279 0.79 0.749
Union 0.593 0.705 0.628 0.403 0.691 0.638
Union anchor AE 0.662 0.732 0.731 0.346 0.836 0.657
Union anchor UNet 0.639 0.674 0.633 0.35 0.7 0.806