HealthAI Documents on AI Governance in Health

Reports, publications, and other materials exploring the latest challenges and opportunities in responsible AI in health.

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Aligning AI Governance Globally

Amandeep Singh Gill describes how a holistic commons approach, shared vocabulary and values and digital public infrastructures could be powerful ways to better align the governance of AI globally and unleash its potential.

Jun 01, 2025 837 KB
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Curated Resources on AI Governance in Health

Valuable resources on AI governance in health from partner organizations, renowned academic institutes, and think tanks dedicated to this topic.

The General-Purpose AI Code of Practice

This document refers to the deveopment and deployment of general-purpose AI systems in a wide range of contexts that may impact public health, well-being, and healthcare, without prejudice to further regulatory requirements for clinical settings and medical devices.

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International AI Safety Report

This extensive report points out a range of risks, including health-related risks, from the unsafe development and deployment of general-purpose AI systems. It delves into risk mitigation strategies to inform the development, deployment, and governance of general-purpose AI systems.

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Ethics and governance of artificial intelligence for health: Guidance on large multi-modal models

This document sets guidance to assist Member States in mapping the benefits and challenges associated with use of LMMs for health and in developing policies and practices for appropriate development, provision and use.

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IMDRF/AIML WG/N88 FINAL:2025: Good machine learning practice for medical device development: Guiding principles

This document presents ten guiding principles for the development of medical devices with machine learning.

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UN A/79/L.1118: Terms of reference and modalities for the establishment and functioning of the Independent International Scientific Panel on Artificial Intelligence and the Global Dialogue on Artificial Intelligence Governance

The document establishes two new mechanisms within the UN system to promote international cooperation on the governance of AI: the UN Independent International Scientific Panel on AI and the Global Dialogue on AI Governance. There is no specific health mention, but the broad mandate is expected to impact AI governance in health.

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Global Trends on AI Governance: Evolving Country Approaches

This document presents an overview of AI governance across regions, touching upon risks, applications, and governance challenges for health and other areas.

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AI Governance and Standards Policy Paper

This document lays out the relevance of standards in addressing the AI governance fragmentation. Although not health-specific, it is a quick read for understanding standards as an international governance instrument.

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G7 Leaders’ Statement on AI Prosperity

This document focuses on accelerating AI competitiveness, adoption, and partnerships. No specific mention to health is made.

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