Virtual Staining

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Most implemented papers archive 2025-07-28

5 shown of 5 papers with code (42 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• USIGAN: Unbalanced Self-Information Feature Transport for Weakly Paired Image IHC Virtual Staining
  8 Jul 2025 1 repository listed
  To address this issue, we propose a novel unbalanced self-information feature transport for IHC virtual staining, named USIGAN, which extracts global morphological semantics without relying on positional correspondence.
• From Fibers to Cells: Fourier-Based Registration Enables Virtual Cresyl Violet Staining From 3D Polarized Light Imaging
  16 May 2025 1 repository listed
  In a supervised setting, we build on a unique dataset of brain sections, to which Cresyl violet staining has been applied after 3D-PLI measurement.
• Unpaired Multi-Domain Histopathology Virtual Staining using Dual Path Prompted Inversion
  15 Dec 2024 1 repository listed
  We utilize the inversion of the input image as the Structural Target path, employing visual prompt images to maintain structural consistency in this path while preserving style information from the style Target path.
• Pathological Semantics-Preserving Learning for H&E-to-IHC Virtual Staining
  4 Jul 2024 1 repository listed
  To address these issues, we propose the Pathological Semantics-Preserving Learning method for Virtual Staining (PSPStain), which directly incorporates the molecular-level semantic information and enhances semantics…
• HoechstGAN: Virtual Lymphocyte Staining Using Generative Adversarial Networks
  13 Oct 2022 1 repository listed
  The presence and density of specific types of immune cells are important to understand a patient's immune response to cancer.