Author

Birgit Kopainsky

University of BergenORCID 0000-0002-1271-8365Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Microbiology· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Research Focus:host-pathogen & immune response· 1 Approach:statistical model· 1

Frequent Co-Authors

Adrian MuwongeiD· 1 shared Andrew Raymond PetersiD· 1 shared Carys J. Redman-WhiteiD· 1 shared Dominic MoraniD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

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1 shared paperMicrobiology

Adrian MuwongeORCID

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1 paper

Recent·Most cited

MicrobiologyPLoS ONEPeer-reviewedApr 20, 2026

A socio-ecological System Dynamics model of antimicrobial use and resistance

Carys J. Redman-White, Birgit Kopainsky, Adrian Muwonge…·Dominic Moran

This paper develops system dynamics models to explore how human behavior and time lags influence antimicrobial resistance patterns, finding that observed plateaux in resistance may partly result from human behavior rather than evolutionary forces.

2 citationstop 3%

deep learningstatistical model

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