Author

Helena Falholt Elvebakken

ORCID 0000-0002-6132-3466Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Research Focus:differential expression· 1 Approach:experimental assay· 1 Assay:imaging· 1

Frequent Co-Authors

Aimee van de Schoor· 1 shared Carina Kustner· 1 shared Christopher Falholt Elvebakken· 1 shared Jennifer UpfoldiD· 1 shared Magnus Madsen· 1 shared Oscar Petersen· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

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1 shared paperMicrobiology

Aimee van de Schoor

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1 paper

Recent·Most cited

MicrobiologybioRxivPreprintMay 9, 2026

Validation of an AI-Powered Automated Colony Analysis Platform Across Eight ISO Microbiological Methods: A Multi-Pathogen, Multi-Matrix Performance Study

Jennifer Upfold, Aimee van de Schoor, Helena Falholt Elvebakken…·Magnus Madsen

This paper validates an AI-powered automated colony analysis system across eight ISO microbiological methods, showing high agreement with manual assessments for both qualitative and quantitative tests.

DOI 10.64898/2026.05.08.723721

imagingexperimental assay

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