Author

Marcel Skumantz

Novo Nordisk FoundationORCID 0009-0001-1379-1935Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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

Frequent Co-Authors

Alexandra PanagouiD· 1 shared Antonio Di PietroiD· 1 shared Carlos G. Acevedo‐RochaiD· 1 shared Emil Damgaard JenseniD· 1 shared Giovanni SchiesaroiD· 1 shared Henry Emanuel WebeliD· 1 shared Olga Novillo-SanjuaniD· 1 shared Rafael Lucena MaríniD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

9 top collaborators · 36 mutual co-author links

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1 shared paperBioinformatics

Alexandra PanagouORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintJun 5, 2026

Mycol: A user-friendly app for automating analysis of microscopy images

Samuel A. Bradley, Henry Emanuel Webel, Giovanni Schiesaro…·Carlos G. Acevedo‐Rocha

Mycol provides an accessible, open-source platform for microscopy image analysis using machine learning, enabling non-specialists to perform segmentation, classification, and quality control with minimal setup.

DOI 10.64898/2026.06.02.729113

imagingmachine learning (classical)

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