Author

T. Zieliński

University of EdinburghORCID 0000-0002-0194-5706Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 2

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 2 Approach:statistical model· 2 Research Focus:database / resource· 1

Frequent Co-Authors

Andrew John MillariD· 2 shared Diego Lucini de UgarteiD· 1 shared Emma WilsoniD· 1 shared George Strevens· 1 shared Haya DeebiD· 1 shared Hwee Yun WongiD· 1 shared Jason R. SwedlowiD· 1 shared María Juliana Rodríguez-CubillosiD· 1 shared

Activity by Year

2025-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 31 mutual co-author links

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2 shared papersBioinformatics

Andrew John MillarORCID

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2 papers

Recent·Most cited

BioinformaticsbioRxivPreprintSep 10, 2026

The Shape of Biological Metadata: Measuring Repository Richness with Entity-Based NLP Metrics

María Juliana Rodríguez-Cubillos, T. Zieliński, Jason R. Swedlow…·Andrew John Millar

The paper quantifies metadata richness in three biological repositories using NLP metrics, finding differences in word count, information density, and entity consistency across repositories.

DOI 10.64898/2026.09.08.749906

statistical modelbenchmarking

𝕏 PostBluesky

BioinformaticsPLoS ONEPeer-reviewedJul 23, 2025

The Rise of Open Data Practices Among Bioscientists at the University of Edinburgh

Haya Deeb, Suzanna Creasey, Diego Lucini de Ugarte…·Andrew John Millar

This study tracks the increase in open data practices in biosciences at the University of Edinburgh from 2014 to 2023, showing a rise in data-sharing completeness and FAIRness.

2 citations

statistical modelbenchmarking

𝕏 PostBluesky