Evaluating the web as a clinical knowledge base
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Updated: Aug 7, 2026

Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems
Published on: June 13, 2025
1Partners HealthCare, Boston, MA, USA.
Abstract:
Medical diagnostic decision support systems are some of the most visible applications of medical informatics. Many of these systems, however, were created in the pre-WWW era, when access to clinical knowledge was much more limited than it is currently. Using the Google(tm) Java API1, we created a simple program to extract potential diagnoses from a general web search. Our system performed at a level comparable to other medical expert systems.
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