Author

Theodor A. Ross

UiT The Arctic University of NorwayORCID 0009-0005-5103-2015Unclaimed 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:benchmarking· 1 Assay:bulk RNA-seq· 1 Research Focus:differential expression· 1 Organism:E. coli· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Anna Kaarina PöntineniD· 1 shared Corander JukkaiD· 1 shared Einar HolsbøiD· 1 shared Kristin HegstadiD· 1 shared Michael KampffmeyeriD· 1 shared Ørjan SamuelseniD· 1 shared Rebecca A. GladstoneiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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7 top collaborators · 21 mutual co-author links

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1 shared paperBioinformatics

Anna Kaarina PöntinenORCID

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1 paper

Recent·Most cited

BioinformaticsMicrobial GenomicsPeer-reviewedJan 19, 2026

Machine learning based lineage prediction from AMR phenotypes for Escherichia coli ST131 clade C surveillance across infection types

Theodor A. Ross, Anna Kaarina Pöntinen, Einar Holsbø…·Rebecca A. Gladstone

This paper uses machine learning to predict the prevalence of ST131-C in UTIs and BSIs using antimicrobial susceptibility data, finding a link between UTI prevalence and BSI burden.

DOI 10.1099/mgen.0.001608

E. colibulk RNA-seq

𝕏 PostBluesky