Author

A. Frank van der Stappen

Utrecht UniversityORCID 0000-0001-7965-2818Unclaimed 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 Approach:deep learning· 1 Research Focus:differential expression· 1 Assay:imaging· 1 Approach:statistical model· 1

Frequent Co-Authors

Anouk OllevieriD· 1 shared Dick van OeveleniD· 1 shared Lodewijk van WalraveniD· 1 shared Pieter D. L. HovenkampiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperBioinformatics

Anouk OllevierORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintJul 13, 2026

Optimizing automated classification for zooplankton in coastal conditions: the impact of model selection, imaging instruments, and colour information

Pieter D. L. Hovenkamp, Lodewijk van Walraven, Anouk Ollevier…·A. Frank van der Stappen

This study evaluates how model selection, imaging instruments, and color information affect zooplankton classification using CNNs, finding that EfficientNetV2S performs best and color information provides limited benefit.

DOI 10.64898/2026.07.09.733739

imagingdeep learning

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