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register hereThe European Health Data Space initiative was launched to create a unified framework for health data exchange across Europe. Central to this initiative is the European Electronic Health Record Exchange Format, designed to achieve interoperability of electronic health record data across Europe.

在此注册欧洲健康数据空间倡议旨在为整个欧洲的健康数据交换创建一个统一的框架。该倡议的核心是欧洲电子健康记录交换格式，旨在实现欧洲电子健康记录数据的互操作性。

Despite these advancements, the readiness of current guidelines and implementations, such as the European Patient Summary, to support secondary use in clinical research, particularly in cardiology, remains under-explored.Methods: This study aims to evaluate the European Patient Summary guidelines and their implementations, specifically the HL7 FHIR International Patient Summary Implementation Guide, to determine their suitability for secondary use in clinical research.

尽管取得了这些进展，但目前的指南和实施（例如欧洲患者总结）是否准备好支持临床研究中的二次使用，特别是在心脏病学中，仍有待探索。方法：本研究旨在评估欧洲患者总结指南及其实施，特别是HL7 FHIR国际患者总结实施指南，以确定其在临床研究中是否适合二次使用。

The focus is on identifying gaps and extensions needed to enhance the utility of the European Patient Summary for building artificial intelligence models for assisting heart failure management.We have selected two European Union funded research projects, DataTools4Heart and AI4HF that aim to reuse electronic health record data to develop artificial intelligence models for personalized decision support services for heart failure patients.

重点是确定需要的差距和扩展，以提高欧洲患者总结在构建人工智能模型以辅助心力衰竭管理方面的实用性。我们选择了两个欧盟资助的研究项目DataTools4Heart和AI4HF，旨在重用电子健康记录数据，为心力衰竭患者的个性化决策支持服务开发人工智能模型。

We analyzed their clinical use cases and the specific data items required, and we compared these with the current European Patient Summary guidelines and provided a detailed gap analysis indicating similarities and required extensions. In our gap analysis, we also compared the needs of DataTools4Heart and AI4HF with the HL7 FHIR International Patient Summary Implementation Guide, to assess the extensions needed to support clinical research.The EHDS is a transformative initiative aimed at establishing a European health data ecosystem that supports both healthcar.

我们分析了他们的临床用例和所需的特定数据项，并将其与当前的欧洲患者摘要指南进行了比较，并提供了详细的差距分析，指出了相似之处和所需的扩展。在差距分析中，我们还将DataTools4Heart和AI4HF的需求与HL7 FHIR国际患者总结实施指南进行了比较，以评估支持临床研究所需的扩展。EHDS是一项变革性举措，旨在建立一个支持healthcar的欧洲健康数据生态系统。