在MyHealth@EU框架内遵守人工智能法案:教程
Monika Simjanoska Misheva1, Dragan Shahpaski2, Jovana Dobreva1
1Faculty of Computer Science and Engineering, Saints Cyril and Methodius University of Skopje, Rugjer Boshkovikj 16, Skopje, 1000, North Macedonia, 0038976472195.
Journal of medical Internet research
|November 10, 2025
概括
本教程将欧盟人工智能法案的保障措施整合到MyHealth@EU跨境健康数据交换中,确保人工智能临床系统从开发开始就符合双重合规. 它为开发人员提供了一个实用的蓝图,以早期嵌入AI治理和互操作性.
科学领域:
- 医疗信息学 医疗信息学
- 人工智能法规 人工智能法规
- 跨境医疗服务 跨境医疗服务
背景情况:
- 在临床工作流程中整合人工智能之前,必须完全遵守欧盟MyHealth@EU框架.
- 根据欧盟人工智能法,人工智能临床决策支持系统具有高风险,需要遵守人工智能法和MyHealth@EU互操作性要求.
- 通过成熟的OpenNCP网关,AI Act安全/伦理控制和MyHealth@EU语义传输要求之间存在双重合规挑战.
研究的目的:
- 在MyHealth@EU互操作性测试之前,为嵌入人工智能法案保障措施到系统中提供一个实用的,面向阶段的教程.
- 在不破坏标准结构的情况下,在HL7 CDA和FHIR消息中展示嵌入AI特定元数据.
- 通过对法规的协调方法,确保人工智能辅助临床决策的合规性和可靠性.
主要方法:
- 对欧盟人工智能法 (欧盟法规 (EU) 2024/1689) 和OpenNCP技术规范进行系统分析,以确定重叠的义务.
- 将人工智能法案的规定 (透明度,来源,稳定性) 映射到MyHealth@EU的工作流程中.
- 建议对HL7CDA/FHIR消息进行最小扩展集和基于阶段的合规性检查清单.
主要成果:
- 在AI法和MyHealth@EU之间提取了一套协调的重叠义务.
- 建议对人工智能元数据 (状态,理由,风险,文档链接) 进行最小的扩展集.
- 一个模拟的国际患者汇总传输证明了AI参与和向后兼容性的成功注释.
结论:
- 支持人工智能的临床软件需要从一开始就对人工智能法保障和MyHealth@EU互操作规则进行综合工程.
- 拟议的教程提供了一个前性的蓝图,以减少工作量,简化测试,并尽早嵌入合规.
- 早期整合对于未来的人工智能支持的临床系统至关重要,以满足从第一天起的欧盟监管要求.
相关概念视频
Standards of Care II
1.0K
Nurses bear specific legal responsibilities under several federal statutes, including:
1.0K
Legal Guidelines for Documentation
1.9K
The legal guidelines for nursing documentation are essential for ensuring accurate, professional, and ethical recording of patient care. The guidelines are discussed here:
1.9K
Integrated Healthcare System
2.3K
An integrated healthcare system (IHS) is a set of organizations that provides for or arranges to provide coordinated and continuous service to a defined population. The IHS takes responsibility for that particular population's health status and outcome, both clinically and fiscally. An integrated healthcare system is a well-organized, well-coordinated, and collaborative network. The integrated delivery system is a network that connects different healthcare providers to deliver organized,...
2.3K
Healthcare Agencies II
1.0K
There are various healthcare agencies in the United States—some of which are managed by religious institutions and others by different government branches.
Parish nursing is a growing specialty nursing profession that focuses on holistic healthcare, health promotion, and illness prevention. It blends professional nursing practice with a health ministry, focusing on health and healing within the context of a Christian community. Parish nurses serve as health educators, referral sources,...
Parish nursing is a growing specialty nursing profession that focuses on holistic healthcare, health promotion, and illness prevention. It blends professional nursing practice with a health ministry, focusing on health and healing within the context of a Christian community. Parish nurses serve as health educators, referral sources,...
1.0K
Standards of Care I
1.0K
Federal statutes profoundly impact nursing practice, providing critical guidelines to ensure patient care is equitable, accessible, and of the highest quality. The following laws address distinct aspects of healthcare provision and patient rights:
1.0K
Healthcare Agencies I
1.1K
Healthcare agencies provide healthcare services to people. In the United States, voluntary agencies are often non-profit centers sponsored by donations, grants, or fundraisers. One such organization is Meals on Wheels, which provides meals to the elderly and homebound. The American Heart Association and the American Lung Association are other non-profit community organizations. Doctors and nurses are frequently active members of these organizations, which offer health checks and educational...
1.1K


