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FHIR-Based Arden Syntax Compiler for Clinical Decision Support
Christian Weich1,2, Moritz Grob1,2, Andrea Rappelsberger1
1Medical University of Vienna, Center for Medical Data Science, Institute of Artificial Intelligence, Spitalgasse 23, 1090 Vienna, Austria.
A new Arden Syntax 3.0 compiler using Truffle and ANTLR offers faster execution and better memory efficiency for clinical decision support systems. This enhances maintainability and user experience.
Area of Science:
- Medical Informatics
- Computer Science
Background:
- Arden Syntax is a standard for encoding medical knowledge in clinical decision support systems.
- Health Level 7 (HL7) oversees Arden Syntax evolution.
- Arden Syntax 3.0 integrates FHIR for data retrieval, solving the 'curly braces problem'.
Purpose of the Study:
- Introduce a novel compiler for Arden Syntax 3.0.
- Leverage modern tools like ANTLR and GraalVM's Truffle Framework for development.
- Evaluate the compiler's performance against legacy systems.
Main Methods:
- Developed a new Arden Syntax 3.0 compiler.
- Utilized ANTLR for lexical and parsing analysis.
- Employed GraalVM with Truffle for semantic processing, optimization, and execution.
- Conducted comprehensive testing against a legacy compiler.
Main Results:
- The new compiler demonstrated significant improvements in execution speed.
- Substantial gains in memory efficiency were observed.
- Enhanced code quality, maintainability, and extensibility were achieved.
Conclusions:
- The Truffle-based compiler offers a robust and efficient replacement for legacy Arden Syntax compilers.
- This advancement supports future development of Arden Syntax-based clinical decision support.
- Improved performance and maintainability enhance the user experience.
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