
Healthcare AI Validation: The Critical Gap in Post-Market Monitoring
Despite rapid adoption, a significant majority of AI models (81%) experience performance degradation when deployed in external datasets, with nearly a quarter (24%) showing substantial decreases and 12% experiencing complete failure.