Author

Pieter D. L. Hovenkamp

Royal Netherlands Institute for Sea ResearchORCID 0009-0004-9355-5431Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Bioinformatics· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

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

A. Frank van der StappeniD· 1 shared Anouk OllevieriD· 1 shared Dick van OeveleniD· 1 shared Lodewijk van WalraveniD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperBioinformatics

A. Frank van der StappenORCID

Mutual co-authors in cluster

Author profile →

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

𝕏 PostBluesky