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. Author manuscript; available in PMC: 2022 Oct 7.
Published in final edited form as: Nat Mach Intell. 2022 Apr 7;4(4):401–412. doi: 10.1038/s42256-022-00471-x

Figure 6.

Figure 6.

Overview of DeepLIiF. The network consists of a generator and a discriminator component. It uses ResNet-9block generator for generating the modalities including Hematoxylin, mpIF DAPI, mpIF Lap2, and mpIF Ki67 and UNet512 generator for generating the segmentation mask. In the segmentation component, the generated masks from IHC, Hematoxylin, mpIF DAPI, and mpIF Lap2 representations are averaged with pre-defined weights to create the final segmentation mask. The discriminator component consists of the modalities discriminator module and segmentation discriminator module.