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A Metadata Extraction Approach for Clinical Case Reports to Enable Advanced Understanding of Biomedical Concepts
Published on: September 20, 2018
Bridging the HL7 template - 13606 archetype gap with detailed clinical models
William T F Goossen1, Anneke Goossen-Baremans
1Results 4 Care B.V., Amersfoort, Netherlands.
Detailed Clinical Models (DCM) can bridge gaps in healthcare information systems. Harmonization efforts are key, and DCMs show feasibility for comparing and reusing clinical content across different modeling approaches.
Area of Science:
- Health Informatics
- Clinical Modeling
- Semantic Interoperability
Background:
- Healthcare information systems face challenges with two-level modeling approaches.
- Clinician time constraints and the need for semantic interoperability necessitate harmonization efforts.
Purpose of the Study:
- To investigate if Detailed Clinical Models (DCM) can bridge the gap between existing healthcare modeling approaches.
- To assess the feasibility of comparing and reusing clinical content across different modeling standards using DCM.
Main Methods:
- A bottom-up, multilevel comparison of existing clinical content and modeling approaches was employed.
- Detailed Clinical Models (DCM) were analyzed for their ability to represent and transform clinical information.
Main Results:
- Detailed Clinical Models (DCM) demonstrate feasibility for comparing and reusing clinical content across HL7 templates, ISO/CEN 13606, and OpenEHR archetypes.
- Linkage of DCM to terminologies facilitates connecting data items to concepts across multiple terminologies.
- Transformations between different modeling approaches are possible without loss of meaning for tested clinical items.
Conclusions:
- Detailed Clinical Models (DCM) offer a feasible method for precise clinical information modeling and enable cross-approach transformations.
- While effective for individual items, challenges may arise with larger clinical information groupings.
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