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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

Showing 110 of 42 papers

TitleStatusHype
Pathological Semantics-Preserving Learning for H&E-to-IHC Virtual StainingCode1
Unpaired Multi-Domain Histopathology Virtual Staining using Dual Path Prompted InversionCode1
ACROBAT -- a multi-stain breast cancer histological whole-slide-image data set from routine diagnostics for computational pathology0
Automated Whole Slide Imaging for Label-Free Histology using Photon Absorption Remote Sensing Microscopy0
A robust and scalable framework for hallucination detection in virtual tissue staining and digital pathology0
A Value Mapping Virtual Staining Framework for Large-scale Histological Imaging0
Can virtual staining for high-throughput screening generalize?0
Brightfield vs Fluorescent Staining Dataset–A Test Bed Image Set for Machine Learning based Virtual Staining0
Deep learning-based virtual histology staining using auto-fluorescence of label-free tissue0
AGMDT: Virtual Staining of Renal Histology Images with Adjacency-Guided Multi-Domain Transfer0
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