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Updated: Apr 16, 2026

Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems
Published on: June 13, 2025
A step towards evidence-based regulation of health practitioners
Marie M Bismark1, Martin Fletcher2, Matthew J Spittal1
1Centre for Health Policy, University of Melbourne, 207 Bouverie Street, Carlton, Vic. 3010, Australia. Email.
Abstract:
In 2010 Australia established a national registration and accreditation scheme, covering more than 620 000 health practitioners. The data held by the Australian Health Practitioner Regulation Agency is a remarkable platform for research aimed at improving health practitioner regulation, health care quality and workforce planning.
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