The Representational Challenge of Integration and Interoperability in Transformed Health Ecosystems.

IF 3 3区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Journal of Personalized Medicine Pub Date : 2024-12-25 DOI:10.3390/jpm15010004
Bernd Blobel, Frank Oemig, Pekka Ruotsalainen, Mathias Brochhausen, Kevin W Sexton, Mauro Giacomini
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Abstract

Background/Objectives: Health and social care systems around the globe are currently undergoing a transformation towards personalized, preventive, predictive, participative precision medicine (5PM), considering the individual health status, conditions, genetic and genomic dispositions, etc., in personal, social, occupational, environmental, and behavioral contexts. This transformation is strongly supported by technologies such as micro- and nanotechnologies, advanced computing, artificial intelligence, edge computing, etc. Methods: To enable communication and cooperation between actors from different domains using different methodologies, languages, and ontologies based on different education, experiences, etc., we have to understand the transformed health ecosystem and all its components in terms of structure, function and relationships in the necessary detail, ranging from elementary particles up to the universe. In this way, we advance design and management of the complex and highly dynamic ecosystem from data to knowledge level. The challenge is the consistent, correct, and formalized representation of the transformed health ecosystem from the perspectives of all domains involved, representing and managing them based on related ontologies. The resulting business viewpoint of the real-world ecosystem must be interrelated using the ISO/IEC 21838 Top Level Ontologies standard. Thereafter, the outcome can be transformed into implementable solutions using the ISO/IEC 10746 Open Distributed Processing Reference Model. Results: The model and framework for this system-oriented, architecture-centric, ontology-based, policy-driven approach have been developed by the first author and meanwhile standardized as ISO 23903 Interoperability and Integration Reference Architecture. The formal representation of any ecosystem and its development process including examples of practical deployment of the approach, are presented in detail. This includes correct systems and standards integration and interoperability solutions. A special issue newly addressed in the paper is the correct and consistent formal representation Conclusions: of all components in the development process, enabling interoperability between and integration of any existing representational artifacts such as models, work products, as well as used terminologies and ontologies. The provided solution is meanwhile mandatory at ISOTC215, CEN/TC251 and many other standards developing organization in health informatics for all projects covering more than just one domain.

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转型卫生生态系统中整合和互操作性的代表性挑战。
背景/目的:考虑到个人、社会、职业、环境和行为背景下的个人健康状况、条件、遗传和基因组倾向等,全球卫生和社会保健系统目前正在向个性化、预防性、预测性、参与性精准医学(5PM)转变。这种转变得到了微纳米技术、先进计算、人工智能、边缘计算等技术的大力支持。方法:为了使来自不同领域的行动者使用不同的方法、语言和基于不同教育、经验等的本体论进行交流与合作,我们必须从必要的细节上了解转变后的健康生态系统及其所有组成部分的结构、功能和关系,从基本粒子到宇宙。通过这种方式,我们从数据到知识层面推进了复杂和高度动态生态系统的设计和管理。面临的挑战是从所有相关领域的角度对转变后的卫生生态系统进行一致、正确和形式化的表示,并基于相关本体对其进行表示和管理。生成的实际生态系统的业务观点必须使用ISO/IEC 21838顶级本体标准进行关联。然后,可以使用ISO/IEC 10746开放分布式处理参考模型将结果转换为可实现的解决方案。结果:第一作者开发了这种面向系统、以体系结构为中心、基于本体、策略驱动的方法的模型和框架,并将其标准化为ISO 23903互操作性和集成参考体系结构。详细介绍了任何生态系统及其开发过程的正式表示,包括该方法的实际部署示例。这包括正确的系统和标准集成以及互操作性解决方案。本文中新提出的一个特殊问题是开发过程中所有组件的正确和一致的形式化表示结论,支持任何现有的表示工件(如模型、工作产品,以及使用的术语和本体)之间的互操作性和集成。同时,提供的解决方案是ISOTC215, CEN/TC251和许多其他健康信息学标准开发组织的强制性解决方案,适用于涵盖多个领域的所有项目。
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来源期刊
Journal of Personalized Medicine
Journal of Personalized Medicine Medicine-Medicine (miscellaneous)
CiteScore
4.10
自引率
0.00%
发文量
1878
审稿时长
11 weeks
期刊介绍: Journal of Personalized Medicine (JPM; ISSN 2075-4426) is an international, open access journal aimed at bringing all aspects of personalized medicine to one platform. JPM publishes cutting edge, innovative preclinical and translational scientific research and technologies related to personalized medicine (e.g., pharmacogenomics/proteomics, systems biology). JPM recognizes that personalized medicine—the assessment of genetic, environmental and host factors that cause variability of individuals—is a challenging, transdisciplinary topic that requires discussions from a range of experts. For a comprehensive perspective of personalized medicine, JPM aims to integrate expertise from the molecular and translational sciences, therapeutics and diagnostics, as well as discussions of regulatory, social, ethical and policy aspects. We provide a forum to bring together academic and clinical researchers, biotechnology, diagnostic and pharmaceutical companies, health professionals, regulatory and ethical experts, and government and regulatory authorities.
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