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The European CORE-MD consortium (Coordinating Research and Evidence for Medical Devices) proposes a score for medical devices incorporating artificial intelligence or machine learning algorithms. Its domains are summarised as valid clinical association, technical performance, and clinical performance. High scores indicate that extensive clinical investigations should be undertaken before regulatory approval, whereas lower scores indicate devices for which less pre-market clinical evaluation may be balanced by more post-market evidence.
Rademakers et al. (Thu,) studied this question.