Author

Evie H. Carchman

University of Wisconsin–MadisonORCID 0000-0002-5536-7761Unclaimed ORCID profile · follow to get notified of new preprints

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Bioinformatics· 1

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Research Focus:cell type annotation· 1 Assay:imaging· 1 Approach:machine learning (classical)· 1

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Huy Q. DinhiD· 1 shared Joshua BrandiD· 1 shared Wei ZhangiD· 1 shared

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2025-2025 · peak 1/yr

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Huy Q. DinhORCID

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1 paper

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BioinformaticsbioRxivPreprintJun 13, 2025

Fluoro-forest: A random forest workflow for cell type annotation in high-dimensional immunofluorescence imaging

Joshua Brand, Wei Zhang, Evie H. Carchman, Huy Q. Dinh

Fluoro-forest improves cell type annotation in immunofluorescence imaging using a semi-supervised random forests workflow with cluster-based sampling and probabilistic outputs.

DOI 10.1101/2025.06.13.659547

imagingmachine learning (classical)