Evolving Validation Strategies for AI-based Colony Detection using the APAS® Independence

The compliance expectations for counting colonies on agar plates have evolved over the years resulting in increased scrutiny throughout the pharmaceutical industry. Specifically, the US FDA has issued 483s1,2 concerning the qualification of microbiologists who manually count plates, the lack of proper procedures for handling plates during the plate reads, and the instrument qualification used to perform plate counts. 

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