Author

Ana Mariya Anhel

University of LiverpoolORCID 0000-0002-4097-3638Unclaimed 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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Research Focus:cell type annotation· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

David Alan YoungiD· 1 shared Jamie SouliD· 1 shared Mandy Jayne PeffersiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperBioinformatics

David Alan YoungORCID

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1 paper

Recent·Most cited

A low-annotation-budget PubMedBERT classifier for chondrogenesis regulator discovery via active learning

Ana Mariya Anhel, Mandy Jayne Peffers, David Alan Young, Jamie Soul

The paper develops a low-annotation-budget classifier using active learning and PubMedBERT to identify chondrogenesis regulators from PubMed abstracts, achieving high performance with fewer annotations.

bioRxiv · Sep 29, 2026 · PreprintBioinformatics