Ask Not What Your Server Can Do For You: A Fast Query Compatibility Strategy for Navigating FHIR Implementation Gaps
Leonhard Hauptfeld1, Andreas Csarmann1, Moritz Grob1,2
1Medexter Healthcare, Borschkegasse 7/5, 1090 Vienna, Austria.
Studies in Health Technology and Informatics
|July 3, 2026
Summary
A new adaptive query framework for Fast Healthcare Interoperability Resources (FHIR) improves clinical microbiology software deployment. This strategy overcomes server limitations, reducing integration time and development effort for better healthcare data interoperability.
Area of Science:
- Health Informatics
- Clinical Informatics
- Medical Software Engineering
Background:
- The Fast Healthcare Interoperability Resources (FHIR) standard aims to enhance clinical data interoperability.
- Real-world FHIR implementations frequently face challenges with full compliance, leading to deployment difficulties.
- Clinical microbiology software integration is often hindered by server-side limitations and restricted FHIR capabilities.
Purpose of the Study:
- To present a tiered compatibility strategy for the Momo clinical microbiology software to overcome FHIR server limitations.
- To reduce the time and effort required for integrating clinical software with restricted FHIR servers.
- To demonstrate a practical solution for achieving operational deployment despite incomplete FHIR compliance.
Main Methods:
- Developed an adaptive query framework with three search resolvers: Basic, Advanced, and Full.
- Tailored the framework to adapt to the specific capabilities of a target FHIR server.
- Evaluated the strategy through a pilot integration with a severely restricted institutional FHIR server.
Main Results:
- Achieved successful operational deployment of Momo software in two weeks.
- Required only 52 person-hours of custom development and minimal institutional coordination.
- Demonstrated the framework's effectiveness even with missing FHIR resources and limited query parameters.
Conclusions:
- The adaptive query framework effectively reduces integration time for clinical microbiology software.
- This strategy circumvents server-side limitations in FHIR implementations.
- While effective, the availability of search parameters remains crucial for full system functionality.
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