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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 21–30 of 42 papers

TitleStatusHype
Label-free evaluation of lung and heart transplant biopsies using virtual staining—0
Multi-Channel Feature Extraction for Virtual Histological Staining of Photon Absorption Remote Sensing Images—0
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
Super-resolved virtual staining of label-free tissue using diffusion models—0
Virtual histological staining of unlabeled autopsy tissue—0
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