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Updated: May 30, 2026

Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems
Published on: June 13, 2025
Evidence-based medicine and epistemological imperialism: narrowing the divide between evidence and illness
Helen Crowther1, Wendy Lipworth, Ian Kerridge
1Department of Medicine, Westmead Hospital, Sydney, New South Wales, Australia.
Abstract:
Evidence-based medicine (EBM) has been rapidly and widely adopted because it claims to provide a method for determining the safety and efficacy of medical therapies and public health interventions more generally. However, as others have noted, EBM may be riven through with cultural bias, both in the generation of evidence and in its translation. We suggest that technological and scientific advances in medicine accentuate and entrench these cultural biases, to the extent that they may invalidate the evidence we have about disease and its treatment. This creates a significant ethical, epistemological and ontological challenge for medicine.
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