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Wei-Shan Li

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Open access Sep 2026

On doubting image quality assessment metrics for microscopy virtual staining

Pairing label-free microscopy with virtual staining could reduce the cost and experimental burden of fluorescence microscopy, but its impact is conditional on generalizable inference. Most virtual staining studies assess performance using image quality assessment (IQA) metrics developed for natural images, yet how well...

Wei-Shan Li, Gregory P. Way · 0 citations

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