Diagnostic Pathology

Table 5 DICE Scores evaluating predictions from UNet, ColorAE, and ensemble methods against per-pixel (hand-drawn) labels

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

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

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ISSN: 1746-1596

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