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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 31–40 of 42 papers

TitleStatusHype
PhaseStain: Digital staining of label-free quantitative phase microscopy images using deep learning—0
Scalable, Trustworthy Generative Model for Virtual Multi-Staining from H&E Whole Slide Images—0
SHAP-CAT: A interpretable multi-modal framework enhancing WSI classification via virtual staining and shapley-value-based multimodal fusion—0
Single color digital H&E staining with In-and-Out Net—0
StainDiffuser: MultiTask Dual Diffusion Model for Virtual Staining—0
Structural Cycle GAN for Virtual Immunohistochemistry Staining of Gland Markers in the Colon—0
ODA-GAN: Orthogonal Decoupling Alignment GAN Assisted by Weakly-supervised Learning for Virtual Immunohistochemistry StainingCode0
Virtual Immunohistochemistry Staining for Histological Images Assisted by Weakly-supervised LearningCode0
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
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