PT  - JOURNAL ARTICLE
AU  - Gravett, Andrew
AU  - Williams, Natalie
AU  - Capper, Karen
AU  - Duncanson, Phil
TI  - Application of a High Throughput Automated Colony Counting System Powered by AI to Environmental Monitoring
AID  - 10.5731/pdajpst.2024.99903
DP  - 2024 Nov 01
TA  - PDA Journal of Pharmaceutical Science and Technology
PG  - 755--756
VI  - 78
IP  - 6
4099  - http://journal.pda.org/content/78/6/755.short
4100  - http://journal.pda.org/content/78/6/755.full
SO  - PDA J Pharm Sci Technol2024 Nov 01; 78
AB  - A system applied to clinical microbiology was adapted for the high throughput assessment of environmental monitoring plates collected from a parenteral manufacturing site. Proof of concept and industrialization of the instrument necessary to ensure a robust counting system where false negatives results could not be tolerated. Here we describe the side-by-side comparison of the system compared side by side to qualified microbiologists in routine use over multiple months.