What is evidence-based medicine and why should it be practiced?
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Updated: Jul 27, 2026

Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems
Published on: June 13, 2025
1Department of Internal Medicine, Mayo Clinic, Rochester, Minnesota, USA.
Abstract:
Responding to the limitations of traditional expert recommendations as a guide to clinical practice, evidence-based medicine has presented a paradigm shift in the way clinicians learn and practice medicine. The practice of evidence-based medicine requires careful examination of the evidence, using a set of formal rules applied in an explicit manner. The clinician then judiciously applies the evidence to decision-making, with an understanding of the patient context and values. Using examples pertinent to respiratory therapists, we discuss evidence-based decision-making as a clinical problem-solving strategy, its basis on a hierarchy of evidence, and the interplay of values, preferences, expertise, and circumstances that affect its application. We briefly describe some resources available to obtain evidence reports and to learn to critically appraise and apply them.
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