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Aligning AI-Native 6G Healthcare Systems with EU Ethical and Legal Frameworks.
Eirini Kanaki1, Elisavet Andrikopoulou2, Periklis Chatzimisios3
1Z-RED L.P. and Tech4Society, Greece.
Studies in Health Technology and Informatics
|May 23, 2026
Summary
This study analyzes how AI, robotics, and 6G impact healthcare regulations. It finds limited legal integration in system design, highlighting risks in areas like remote surgery and telemedicine.
Area of Science:
- * Emerging technologies at the intersection of Artificial Intelligence (AI), robotics, and sixth-generation (6G) wireless networks.
- * Application of regulatory frameworks within advanced healthcare systems.
Background:
- * AI, robotics, and 6G are transforming healthcare delivery, enabling real-time applications.
- * Existing research indicates a gap in integrating legal and regulatory requirements into the design of these advanced systems.
- * The study addresses the need for a comprehensive regulatory analysis in AI-native 6G healthcare environments.
Purpose of the Study:
- * To conduct a structured regulatory-technical analysis of AI-native 6G healthcare environments.
- * To examine the applicability of key regulations including the EU AI Act, GDPR, NIS2 Directive, and Medical Device Regulation.
- * To identify compliance considerations and future research directions for advanced healthcare systems.
Main Methods:
- * Structured regulatory-technical analysis.
- * Review of recent studies on legal requirement integration.
- * Development and application of three normative stress-test scenarios: remote robotic surgery, real-time monitoring, and emergency telemedicine.
Main Results:
- * Limited integration of legal requirements into the design of AI-native 6G healthcare systems was identified.
- * Analysis revealed potential risks concerning consent, accountability, cybersecurity, safety, and equity across the tested scenarios.
- * Key compliance considerations for implementing advanced healthcare technologies were outlined.
Conclusions:
- * The convergence of AI, robotics, and 6G in healthcare necessitates a proactive approach to regulatory compliance.
- * Further research is required to effectively integrate regulatory frameworks into the design and deployment of these transformative technologies.
- * Addressing identified risks is crucial for the safe, equitable, and secure advancement of 6G-enabled healthcare solutions.
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