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Updated: Feb 11, 2026

Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems
Published on: June 13, 2025
Separating Business Logic from Medical Knowledge in Digital Clinical Workflows Using Business Process Model and
Jeroen S de Bruin1, Klaus-Peter Adlassnig2, Harald Leitich3
1Institute eHealth, Department of Applied Computer Sciences, FH Joanneum University of Applied Sciences GmbH, Graz, Austria.
This study created a digital workflow for preventing mother-to-child transmission of hepatitis B. Separating business logic from medical decision-making enhances workflow reusability and physician decision support.
Area of Science:
- Health Informatics
- Clinical Decision Support Systems
- Public Health
Background:
- Evidence-based clinical guidelines significantly improve physician decision-making.
- Computer-executable guidelines enable automated support during clinical diagnosis.
Purpose of the Study:
- To implement a digital clinical guideline for preventing hepatitis B transmission from mother to child.
- To create a computerized workflow separating business logic from medical knowledge and decision-making.
Main Methods:
- Utilized Business Process Model and Notation (BPMN) with Activiti for workflow modeling.
- Employed an Arden-Syntax-based medical rule engine (ARDENSUITE) for medical decision-making.
Main Results:
- Successfully developed an electronic clinical workflow for hepatitis B prevention.
- Enabled adaptation of institution-specific medical decision-making without altering workflow business logic.
Conclusions:
- Separating business logic from medical decision-making leads to more reusable electronic clinical workflows.
- This approach enhances the adaptability and maintainability of digital health guidelines.
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