A Formal Model for the FAIR4Health Information Architecture.
Health Information Systems
Organizational Models
Systems Analysis
Journal
Studies in health technology and informatics
ISSN: 1879-8365
Titre abrégé: Stud Health Technol Inform
Pays: Netherlands
ID NLM: 9214582
Informations de publication
Date de publication:
29 Jun 2022
29 Jun 2022
Historique:
entrez:
1
7
2022
pubmed:
2
7
2022
medline:
6
7
2022
Statut:
ppublish
Résumé
In the EU project FAIR4Health, a ETL pipeline for the FAIRification of structured health data as well as an agent-based, distributed query platform for the analysis of research hypotheses and the training of machine learning models were developed. The system has been successfully tested in two clinical use cases with patient data from five university hospitals. Currently, the solution is also being considered for use in other hospitals. However, configuring the system and deploying it in the local IT architecture is non-trivial and meets with understandable concerns about security. This paper presents a model for describing the information architecture based on a formal approach, the 3LGM metamodel. The model was evaluated by the developers. As a result, the clear separation of tasks and the software components that implement them as well as the rich description of interactions via interfaces were positively emphasized.
Identifiants
pubmed: 35773907
pii: SHTI220761
doi: 10.3233/SHTI220761
doi:
Types de publication
Journal Article
Langues
eng