Reality Check: The Aspirations of the European Health Data Space Amidst Challenges in Decentralized Data Analysis.
review · Level V
Where this comes from
- Record sourced from PubMed, PMID 40971544.
- Also identified by DOI 10.2196/76491 and PMC identifier 12448252.
- Licence recorded as CC BY.
- The licence permits redistribution, so the abstract is shown in full and the full text is available from the publisher.
Abstract
The European Health Data Space (EHDS) aspires to enable secure, interoperable, and decentralized health data usage across Europe. This paper explores legal and technical challenges in implementing EHDS goals, particularly for secondary data use. It highlights federated and swarm learning as promising yet complex solutions, requiring robust infrastructure, standardization, and regulatory clarity. We emphasize the need for coordinated legislative and technological advances to realize EHDS ambitions.
Medical subject headings
- Data Analysis
- Electronic Health Records