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June 20, 2026The Journal of Law Medicine & EthicsOpen Access

Prohibited AI Practices in Healthcare under the European Artificial Intelligence Act

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Authors

HKHannah van Kolfschooten

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Overview

Examines the implications of banned AI practices in healthcare, highlighting ethical concerns and regulatory interpretations.

Key Points

  • The paper aims to analyze the prohibitions on certain AI practices in healthcare under the EU's Artificial Intelligence Act.
  • Legal analysis of the European Commission's 2025 interpretative Guidelines
  • Examination of health-related AI applications like emotion recognition and biometric categorization
  • Assessment of ethical boundaries and vulnerability protections in healthcare AI
  • Numerous health-related AI applications may fall under the Act's prohibitions, risking unethical practices.
  • The medical and safety exceptions within the Act could undermine protections for vulnerable populations.
  • The framework developed offers guidance on interpreting prohibitions and ethical considerations in AI use in healthcare.

Cite This Study

Hannah van Kolfschooten (2026) studied this question.

synapsesocial.com/papers/6a36324adb0793dc1a538f1bhttps://doi.org/10.1017/jme.2026.10270
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