现实检查：欧洲卫生数据空间在分散数据分析挑战中的愿望。

IF 6 2区医学 Q1 HEALTH CARE SCIENCES & SERVICES

Journal of Medical Internet Research Pub Date : 2025-09-19 DOI:10.2196/76491

Holger Fröhlich, Anne Funck Hansen, Mika Hilvo, Gunther Jansen, Sumit Madan, Sobhan Moazemi, Sanziana Negreanu, Venkata Satagopam, Phil Gribbon, Christian Muehlendyck

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引用次数: 0

摘要

未标记：欧洲健康数据空间（EHDS）希望在整个欧洲实现安全、可互操作和分散的健康数据使用。本文探讨了实施EHDS目标的法律和技术挑战，特别是在辅助数据使用方面。它强调联合学习和群体学习是有前途但复杂的解决方案，需要健壮的基础设施、标准化和监管清晰度。我们强调有必要协调立法和技术进步，以实现EHDS的目标。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

Reality Check: The Aspirations of the European Health Data Space Amidst Challenges in Decentralized Data Analysis.

查看原文本刊更多论文

Reality Check: The Aspirations of the European Health Data Space Amidst Challenges in Decentralized Data Analysis.

Unlabelled: 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.

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来源期刊

Journal of Medical Internet Research 医学-卫生保健

CiteScore

14.40

自引率

5.40%

发文量

654

审稿时长

1 months

期刊介绍： The Journal of Medical Internet Research (JMIR) is a highly respected publication in the field of health informatics and health services. With a founding date in 1999, JMIR has been a pioneer in the field for over two decades. As a leader in the industry, the journal focuses on digital health, data science, health informatics, and emerging technologies for health, medicine, and biomedical research. It is recognized as a top publication in these disciplines, ranking in the first quartile (Q1) by Impact Factor. Notably, JMIR holds the prestigious position of being ranked #1 on Google Scholar within the "Medical Informatics" discipline.