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Community engagement (CE) is an ethical imperative for clinical trials, yet it is often treated as a peripheral activity rather than a core scientific requirement. In light of the Africa CDC’s mandate to achieve 60% local vaccine production by 2040, establishing robust community engagement frameworks within African cli...
This viewpoint proposes a composite framework, the AI in Healthcare Equity Index (AIHEI), to support measurable assessment of equity in health AI systems, designed to assess equity across five domains: data representation, algorithmic fairness, transparency and explainability, governance and oversight, and community im...
An AI Productivity Index is proposed to complement existing safety, efficacy and economic assessments by evaluating operational impact, implementation burden, opportunity costs and post-deployment consequences.
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