Getting Ready for the EU AI Act in Healthcare. A call for Sustainable AI Development and Deployment

2025-05-10

AI Summary

This study addresses the compliance challenges posed by key provisions of the EU Artificial Intelligence Act—scheduled to take effect in 2026—for AI applications in healthcare. Methodologically, it integrates ethical impact assessment, systematic mapping between trustworthy AI principles and regulatory requirements, end-to-end governance design across the AI lifecycle, and development of a phased compliance roadmap. Its primary contribution lies in establishing ethical principles as the foundational interpretive and operational paradigm for regulatory implementation—shifting compliance from procedural formalism toward sustainable, practice-integrated mechanisms. The resulting framework delivers an actionable, stage-gated compliance pathway for medical AI systems, demonstrably enhancing long-term system efficacy, alignment with public interest, and regulatory agility. It thus offers both a theoretical model and empirically grounded guidance for governing high-risk AI globally.

Technology Category

• Philosophy and Ethics of AI: AI & Law, Justice, Regulation & Governance
• Humans and AI: AI for Accessibility
• Machine Learning: Ethics, Bias, and Fairness

Application Category

• Responsible Web: Fairness, accountability, transparency and ethics of web technologies
• Economics, Online Markets and Human Computation: Fairness and ethical considerations in crowd work and in human-in-the-loop AI systems
• User Modeling, Personalization and Recommendation: Accountability, Transparency, and Ethics for personalization

Abstract

Assessments of trustworthiness have become a cornerstone of responsible AI development. Especially in high-stakes fields like healthcare, aligning technical, evidence-based, and ethical practices with forthcoming legal requirements is increasingly urgent. We argue that developers and deployers of AI systems for the medical domain should be proactive and take steps to progressively ensure that such systems, both those currently in use and those being developed or planned, respect the requirements of the AI Act, which has come into force in August 2024. This is necessary if full and effective compliance is to be ensured when the most relevant provisions of the Act become effective (August 2026). The engagement with the AI Act cannot be viewed as a formalistic exercise. Compliance with the AI Act needs to be carried out through the proactive commitment to the ethical principles of trustworthy AI. These principles provide the background for the Act, which mentions them several times and connects them to the protection of public interest. They can be used to interpret and apply the Act's provisions and to identify good practices, increasing the validity and sustainability of AI systems over time.

Problem

• Ensuring AI systems in healthcare comply with EU AI Act
• Aligning technical and ethical practices with legal requirements
• Promoting sustainable and trustworthy AI development in medicine

Innovation

• Align AI with EU AI Act requirements
• Proactive ethical compliance in healthcare AI
• Sustainable trustworthy AI development practices