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SheafStain: Sheaf-Theoretic Schrödinger Bridge for Spatially and Biologically Coherent Virtual Staining

Lim, Hyeongyeol et al.
arXiv (All) · Papers
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computer-vision-and-pattern-recognition
Current virtual staining approaches offer the potential for time- and cost-efficient biomarker quantification in cancer diagnostics and prognostics. However, patch-wise inference for gigapixel whole-slide images (WSIs) fails to maintain spatial continuity, yielding artifacts that cause catastrophic
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