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August 11, 2025

Risk-Based Framework Aims to "Critically Evaluate" AI Solutions

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Contributed by: Bill Russell
Summary
Bertalan Meskó, MD, PhD, has outlined a framework categorizing artificial intelligence (AI) applications in healthcare into four groups based on their evidential backing and risk levels. This classification ranges from speculative innovations to established solutions ready for practical use, such as AI-driven clinical documentation and radiology analysis. Meskó's insights underline the necessity for healthcare professionals to critically evaluate AI technologies before implementation, distinguishing between high-risk, untested solutions and those with proven safety and efficacy. This structured understanding can significantly aid healthcare startups and technology teams in navigating AI integration effectively.

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