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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
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
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
Virtualization of tissue staining in digital pathology using an unsupervised deep learning approach—0
PixCell: A generative foundation model for digital histopathology images—0
ACROBAT -- a multi-stain breast cancer histological whole-slide-image data set from routine diagnostics for computational pathology—0
AGMDT: Virtual Staining of Renal Histology Images with Adjacency-Guided Multi-Domain Transfer—0
Automated Whole Slide Imaging for Label-Free Histology using Photon Absorption Remote Sensing Microscopy—0
A robust and scalable framework for hallucination detection in virtual tissue staining and digital pathology—0
A Value Mapping Virtual Staining Framework for Large-scale Histological Imaging—0
Brightfield vs Fluorescent Staining Dataset–A Test Bed Image Set for Machine Learning based Virtual Staining—0
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