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Virtual Staining

Virtual staining uses computational techniques to simulate traditional staining (like H&E) on histopathology images, enhancing tissue features digitally without physical dyes. It offers faster, cost-effective, and non-invasive analysis for pathology.

Papers

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Showing 1–10 of 42 papers

TitleStatusHype
Unpaired Multi-Domain Histopathology Virtual Staining using Dual Path Prompted InversionCode1
Pathological Semantics-Preserving Learning for H&E-to-IHC Virtual StainingCode1
Virtual Immunohistochemistry Staining for Histological Images Assisted by Weakly-supervised LearningCode0
ODA-GAN: Orthogonal Decoupling Alignment GAN Assisted by Weakly-supervised Learning for Virtual Immunohistochemistry StainingCode0
USIGAN: Unbalanced Self-Information Feature Transport for Weakly Paired Image IHC Virtual StainingCode0
VLM-based Prompts as the Optimal Assistant for Unpaired Histopathology Virtual StainingCode0
From Fibers to Cells: Fourier-Based Registration Enables Virtual Cresyl Violet Staining From 3D Polarized Light ImagingCode0
HoechstGAN: Virtual Lymphocyte Staining Using Generative Adversarial NetworksCode0
A Value Mapping Virtual Staining Framework for Large-scale Histological Imaging—0
A robust and scalable framework for hallucination detection in virtual tissue staining and digital pathology—0
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