Validation is not enough: Longitudinal evidence of post-deployment fragility in clinical AI systems
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Pre-deployment validation is commonly used to establish the safety and effectiveness of clinical artificial intelligence systems, but acceptable validation performance does not guarantee stable behavior after deployment into routine clinical workflows. We cond... ...