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Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems
Published on: June 13, 2025
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Promoting evidence-based practice in pharmacies
1Department of Pharmacology and Therapeutics, College of Medicine, University of Florida, Gainesville, FL, USA.
Integrated Pharmacy Research & Practice
|January 23, 2018
Summary
Evidence-based medicine relies on high-quality research for optimal decision-making. Pharmacists are key to ensuring rational medicine use, improving patient outcomes and reducing healthcare costs.
Area of Science:
- Health Sciences
- Pharmaceutical Sciences
Background:
- Evidence-based medicine (EBM) is crucial for informed healthcare decisions.
- The proliferation of information and drug options necessitates reliable evidence evaluation.
- Rational medicine use ensures appropriate, effective, and cost-efficient patient treatment.
Purpose of the Study:
- To highlight the importance of reliable evidence in medical decision-making.
- To emphasize the critical role of pharmacists in promoting rational medicine use.
- To underscore the impact of optimized pharmacist workforce utilization on healthcare outcomes and costs.
Main Methods:
- Review of principles of evidence-based medicine.
- Analysis of the decision-making process in healthcare.
- Examination of the pharmacist's role in pharmaceutical care and rational drug therapy.
Main Results:
- Not all data sources offer equivalent evidence value for clinical decisions.
- Pharmacists are uniquely qualified drug experts essential for rational medicine use.
- Effective utilization of pharmacists enhances pharmacotherapy and lowers global health expenditures.
Conclusions:
- Reliable evidence interpretation is fundamental to evidence-based medicine.
- Pharmacists are integral to achieving rational medicine use and pharmaceutical care.
- Optimizing the pharmacist's role leads to better health outcomes and economic benefits.
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