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A Benchmark for Virus Infection Reporter Virtual Staining in Fluorescence and Brightfield Microscopy

Abstract Detecting virus-infected cells in light microscopy requires a reporter signal commonly achieved by immunohistochemistry or genetic engineering. While classification-based machine learning approaches to the detection of virus-infected cells have been proposed, their results lack the nuance o...

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Bibliografische Detailangaben
Hauptverfasser: Maria Wyrzykowska, Gabriel della Maggiora, Nikita Deshpande, Ashkan Mokarian, Artur Yakimovich
Format: Artigo
Sprache:Inglês
Veröffentlicht: Nature Portfolio 2025-05-01
Schriftenreihe:Scientific Data
Online-Zugang:https://doi.org/10.1038/s41597-025-05194-3
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