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Knowledge-Based Decision Support in Healthcare via Near Field Communication
Giuseppe Loseto1, Floriano Scioscia1, Michele Ruta1
1Department of Electrical and Information Engineering (DEI), Polytechnic University of Bari, via E. Orabona 4, 70125 Bari, Italy.
This study introduces a novel Decision Support System (DSS) using Near Field Communication (NFC) to enhance patient care. The system provides real-time medication and patient data, enabling safer, knowledge-intensive medical decisions.
Area of Science:
- Medical Informatics
- Healthcare Technology
- Internet of Things (IoT)
Background:
- Automatic identification technologies are recognized for healthcare benefits.
- Current systems often lack depth for complex medical tasks.
- Need for advanced systems to support knowledge-intensive healthcare applications.
Purpose of the Study:
- To present an innovative Decision Support System (DSS) leveraging Near Field Communication (NFC).
- To semantically enhance NFC for storing patient and medication data.
- To enable intelligent decision support for caregivers.
Main Methods:
- Developed a DSS based on a semantically enhanced Near Field Communication (NFC) standard.
- Stored annotated medication descriptions and patient case history in NFC transponders.
- Integrated a lightweight reasoning engine for incompatibility detection and therapy suggestion.
- Validated the framework with a rheumatology case study and performance tests.
Main Results:
- Demonstrated a working prototype of the DSS.
- Preliminary performance tests support the practical feasibility of the approach.
- The system is independent of back-end infrastructures.
- Automated reasoning on NFC-extracted knowledge enables effective decision support.
Conclusions:
- The proposed DSS framework offers a feasible solution for enhanced healthcare decision-making.
- NFC-based automated reasoning supports critical medical tasks in diverse settings.
- Applicable in hospitals, first aid, ambulance transport, rehabilitation, and home care.
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