This course explores testing strategies and study design considerations for diagnostic AI models requiring premarket clearance by regulatory bodies like the USA FDA, EU MDR, and those adhering to ISO 13485 standards. Focusing on detection AI, the training covers bench and clinical testing, emphasizing their roles in bias mitigation, clinical effectiveness, and regulatory compliance.

This course offers a comprehensive overview of Quality Management System (QMS) considerations essential for the development and regulatory approval of diagnostic AI models classified as medical devices. It is specifically tailored for AI models requiring premarket clearance by the U.S. FDA, EU MDR, and other regulatory bodies that mandate adherence to ISO 13485 standards. 

Machine learning systems can fail in unusual and unexpected ways, when compared to traditional software products. This course will highlight those differences and will also provide a snapshot of the current standards and regulatory landscape associated with the risk of machine learning enabled medical devices.