Contemporary approaches for evidence-based pharmacotherapy
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Updated: May 13, 2026

Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems
Published on: June 13, 2025
Suzanna Gim1, William R Vincent
1Arnold & Marie Schwartz College of Pharmacy and Health Sciences, Long Island University, Brooklyn, NY 11201, USA. Suzanna.gim@liu.edu
Abstract:
Evidence-based medicine (EBM) is the conscientious, explicit, and judicious use of current best evidence in making decisions about the care of individual patients. This article provides simple ways to practice everyday EBM by (1) asking patient-specific clinical questions, (2) finding the most relevant, best evidence, (3) critically appraising evidence to ensure validity, (4) applying evidence to practice, and (5) using available tools to stay abreast of relevant and valid evidence as it becomes available.
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