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Table 1 Evaluation of ColorAE

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

Evaluation metrics

CD3

CD4

CD8

CD20

CD16

K17

SSim (color concentration.

0.9

0.87

0.9

0.87

0.54

0.94

DICE (segmentation masks.

0.87

0.81

0.86

0.34

0.59

0.73