Author

Jaap van der Weerd

Netherlands Forensic InstituteORCID 0000-0002-8267-314XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Assay:imaging· 1

Frequent Co-Authors

Anna Pals· 1 shared Carlas SmithiD· 1 shared Daniel SpengleriD· 1 shared Dylan KalisvaartiD· 1 shared Gerben Rijpkema· 1 shared Serafim KoroviniD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

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6 top collaborators · 15 mutual co-author links

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1 shared paperBioinformatics

Anna Pals

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1 paper

Recent·Most cited

BioinformaticsForensic Science InternationalPeer-reviewedDec 2, 2025

Reducing Manual Labour in Forensic Microtrace Recognition with Deep Learning

Gerben Rijpkema, Dylan Kalisvaart, Serafim Korovin…·Carlas Smith

This paper develops a deep learning model to automate microtrace recognition in forensic microscopy, reducing manual annotation needs by 65% through combined pretraining strategies.

1 citation

imagingdeep learning

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