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Updated: Jun 28, 2026

Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems
Published on: June 13, 2025
Action research in developing knowledge networks
Helen Seeley1, Christine Urquhart
1Academic Neurosurgery, Cambridge CB2 0QQ, UK. hms35@medschl.cam.ac.uk
Abstract:
This paper describes the experiences of the Eastern Head Injury Study in creating a strategic regional head injury service framework using a collaborative action research methodology. The types of data, information and knowledge required to develop and support such a framework for both development and successful implementation are identified. This includes the identification of existing knowledge/information systems, the variability and gaps in these, and how the systems fit together, using a number of evidence-gathering and knowledge-sharing methods. The discussion debates the value of the action research approach and what principles are necessary in developing and maintaining knowledge networks. The project demonstrates that an understanding of the social learning cycle can help in understanding how the pieces fit together, and how the information systems need to be in place to provide the information (or data or knowledge) in the appropriate format to make the learning possible.
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