Critical appraisal of artificial intelligence for rare-event recognition: principles and pharmacovigilance case studies

G. Niklas Noren, Eva-Lisa Meldau, Johan Ellenius

Many high-stakes AI applications target low-prevalence events, where apparent accuracy can conceal limited real-world value. Relevant AI models range from expert-defined rules and…