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Updated: Sep 24, 2025

Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems
Published on: June 13, 2025
Has anything changed in Evidence-Based Medicine?
George D Chloros1, Apostolos D Prodromidis1, Peter V Giannoudis2
1Academic Department of Trauma and Orthopaedics, School of Medicine, University of Leeds, Clarendon Wing, Floor D, Great George Street, Leeds General Infirmary, LS1 3EX, Leeds, United Kingdom.
Abstract:
The Evidence-Based Medicine (EBM) movement, undoubtably one of the most successful movements in medicine, questions dogma and "clinical authority" and combines the "best available evidence" with clinical expertise and patient values in order to provide the best care for the individual patient. Although since its inception in the 1990s its strong theoretical foundations remain unaltered, a lot has changed in its practical implementation due to the electronic explosion of information and the unprecedented COVID-19 crisis. The purpose of this article is to succinctly provide the reader with an update on the major changes in EBM, including the important most recent ones that were "fast-tracked" due to the COVID-19 challenge.
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