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A Formal Model for the FAIR4Health Information Architecture.
Mona Perbix1, Matthias Löbe1, Sebastian Stäubert1
1Institute of Medical Informatics, Statistics and Epidemiology (IMISE), Leipzig University, Germany.
The FAIR4Health project developed a health data FAIRification ETL pipeline and a distributed query platform. A new information architecture model using the 3LGM metamodel simplifies system configuration and deployment, addressing security concerns.
Area of Science:
- Health Informatics
- Data Science
- Software Engineering
Background:
- The FAIR4Health project developed a robust ETL pipeline for FAIR data and a distributed query platform for health research.
- System deployment and configuration present challenges, particularly regarding local IT architecture integration and security.
Purpose of the Study:
- To present a formal model for describing the information architecture of the FAIR4Health system.
- To address challenges in system configuration and deployment by proposing a structured approach.
Main Methods:
- Development of an ETL pipeline for FAIR data.
- Creation of an agent-based, distributed query platform.
- Application of the 3LGM metamodel to define the information architecture.
Main Results:
- Successful testing in two clinical use cases across five university hospitals.
- Positive evaluation of the 3LGM-based model by developers, highlighting task separation and component interaction.
- The model facilitates clear separation of tasks, software components, and interaction descriptions.
Conclusions:
- The 3LGM metamodel provides a formal approach to describing information architecture, simplifying FAIR data system deployment.
- The developed model enhances system understandability and addresses security concerns in health data research infrastructure.
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