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

Table 5.

DICE Scores evaluating predictions from UNet, ColorAE, and ensemble methods against per-pixel (hand-drawn) labels

Model CD3 CD4 CD8 CD20 CD16 K17
ColorAE 0.649 0.543 0.764 0.589 0.539 0.649
UNet 0.649 0.463 0.676 0.554 0.581 0.649
Intersection 0.457 0.457 0.769 0.539 0.530 0.457
Union 0.553 0.540 0.675 0.599 0.591 0.553
Union anchor AE 0.611 0.548 0.685 0.588 0.593 0.611
Union anchor UNet 0.526 0.509 0.676 0.558 0.592 0.526