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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 26–42 of 42 papers

TitleStatusHype
Virtualization of tissue staining in digital pathology using an unsupervised deep learning approach—0
Virtual staining for mitosis detection in Breast Histopathology—0
Virtual staining of defocused autofluorescence images of unlabeled tissue using deep neural networks—0
Virtual Staining of Label-Free Tissue in Imaging Mass Spectrometry—0
Virtual stain transfer in histology via cascaded deep neural networks—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
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
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
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