SmartQuery: context-sensitive links to medical knowledge sources from the electronic patient record
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Updated: Sep 28, 2026

Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems
Published on: June 13, 2025
Susan L Price1, William R Hersh, Daniel D Olson
1Division of Medical Informatics & Outcomes Research, Oregon Health & Science University, Portland, OR, USA.
Abstract:
Physicians have many unmet information needs that arise in the course of patient care. Many clinical questions could potentially be answered by streamlined access to medical literature, textbooks, and clinical guidelines in the context of the electronic medical record. We designed and implemented SmartQuery, a prototype application to provide context-sensitive links from an electronic patient record to relevant medical knowledge sources, then performed a preliminary user evaluation. Our results suggest that such an application may be clinically useful, and provide some insight into problems and priorities for future development.
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