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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
Structural Cycle GAN for Virtual Immunohistochemistry Staining of Gland Markers in the Colon—0
Virtual histological staining of unlabeled autopsy tissue—0
Multi-Channel Feature Extraction for Virtual Histological Staining of Photon Absorption Remote Sensing Images—0
Automated Whole Slide Imaging for Label-Free Histology using Photon Absorption Remote Sensing Microscopy—0
Brightfield vs Fluorescent Staining Dataset–A Test Bed Image Set for Machine Learning based Virtual Staining—0
ACROBAT -- a multi-stain breast cancer histological whole-slide-image data set from routine diagnostics for computational pathology—0
Deep Learning-enabled Virtual Histological Staining of Biological Samples—0
HistoStarGAN: A Unified Approach to Stain Normalisation, Stain Transfer and Stain Invariant Segmentation in Renal Histopathology—0
HoechstGAN: Virtual Lymphocyte Staining Using Generative Adversarial NetworksCode0
Virtual stain transfer in histology via cascaded deep neural networks—0
Virtual staining of defocused autofluorescence images of unlabeled tissue using deep neural networks—0
Virtual staining for mitosis detection in Breast Histopathology—0
Digital synthesis of histological stains using micro-structured and multiplexed virtual staining of label-free tissue—0
Global Pixel Transformers for Virtual Staining of Microscopy Images—0
Virtualization of tissue staining in digital pathology using an unsupervised deep learning approach—0
PhaseStain: Digital staining of label-free quantitative phase microscopy images using deep learning—0
Deep learning-based virtual histology staining using auto-fluorescence of label-free tissue—0
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