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, Oscar Petersen, Christopher Falholt Elvebakken, Carina Kustner, 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.
bioRxiv · May 9, 2026 · PreprintMicrobiology