BMC Medical Informatics and Decision Making is calling for submissions to our Collection on Semantic interoperability. Semantic interoperability is a crucial aspect of medical informatics, enabling diverse healthcare systems and applications to effectively communicate and share data. By ensuring that data exchanged between systems is not only syntactically correct but also semantically meaningful, semantic interoperability enhances the usability of healthcare information.
As research on semantic interoperability continues to evolve, we may witness transformative advancements in data integration and usage within healthcare. Future explorations could yield more sophisticated AI-driven systems that can automatically harmonize disparate datasets, enhancing real-time decision support and predictive analytics while emphasizing transparent methods, validation, and reproducibility. Additionally, the continuous improvement of standards and protocols may pave the way for seamless interoperability across global health systems, fostering international collaboration and improving health equity.
This Collection invites contributions that delve into the methodologies, frameworks, and technologies facilitating semantic interoperability, including ontology alignment and standardized formats such as FHIR and HL7, which have emerged as pivotal components in achieving effective healthcare data integration.
Potential topics include but are not limited to methodological, empirical, and implementation focused studies on:
- Ontology alignment in healthcare
- FHIR and HL7 standards in interoperability
- Challenges in healthcare data integration
- Enhancing clinical decision-making through interoperability
- Semantic integration of real-world data and electronic health records
- Use of large language models for semantic harmonization
- FAIRification and secondary use of health data
- Semantic interoperability in cross-border and global health contexts
- Semantic interoperability for multi-omics and precision medicine
- Knowledge graphs and semantic web in clinical systems
This collection supports and amplifies research related to SDG #3: Good Health and Well-Being
All manuscripts submitted to this journal, including those submitted to collections and special issues, are assessed in line with our editorial policies and the journal’s peer-review process. Reviewers and editors are required to declare competing interests and can be excluded from the peer review process if a competing interest exists.