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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 11–20 of 42 papers

TitleStatusHype
ODA-GAN: Orthogonal Decoupling Alignment GAN Assisted by Weakly-supervised Learning for Virtual Immunohistochemistry StainingCode0
Detecting Hallucinations in Virtual Histology with Neural Precursors—0
Virtual Staining of Label-Free Tissue in Imaging Mass Spectrometry—0
Super-resolved virtual staining of label-free tissue using diffusion models—0
SHAP-CAT: A interpretable multi-modal framework enhancing WSI classification via virtual staining and shapley-value-based multimodal fusion—0
Generating Seamless Virtual Immunohistochemical Whole Slide Images with Content and Color Consistency—0
Label-free evaluation of lung and heart transplant biopsies using virtual staining—0
Histology Virtual Staining with Mask-Guided Adversarial Transfer Learning for Tertiary Lymphoid Structure Detection—0
Can virtual staining for high-throughput screening generalize?—0
Scalable, Trustworthy Generative Model for Virtual Multi-Staining from H&E Whole Slide Images—0
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