Author

Anna Pals

Netherlands Forensic Institute

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

Click to filter author papers

Bioinformatics· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Approach:deep learning· 1 Assay:imaging· 1

Frequent Co-Authors

Carlas SmithiD· 1 shared Daniel SpengleriD· 1 shared Dylan KalisvaartiD· 1 shared Gerben Rijpkema· 1 shared Jaap van der WeerdiD· 1 shared Serafim KoroviniD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 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

Carlas SmithORCID

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

Reducing Manual Labour in Forensic Microtrace Recognition with Deep Learning

Gerben Rijpkema, Dylan Kalisvaart, Serafim Korovin, Daniel Spengler, Anna Pals, Jaap van der Weerd, 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.

Forensic Science International · Dec 2, 2025Peer-reviewedBioinformatics