Figure 25
A three-row grid of images showing three different histology Input Images, their Ground Truth open parenthesis G T close parenthesis segmentation, and the results of three network models (C I A dash N e t w slash o I A M, B E S dash N e t, C I A dash N e t).

A challenging nuclei segmentation comparison among several models, demonstrating the gated attention mechanism. (a) GT, (b) Baseline U-Net [80], (c) CNN2 [104], (d) CNN3 [48], (e) Hover-Net [24], (f) NucleiSegNet [50] (adjusted figure from [50]).

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