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Updated: May 7, 2026

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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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Using AI to improve peer review and research integrity in scientific journals
Howard Bauchner1, Frederick Rivara2
1Boston University Chobanian & Avedisian School of Medicine, Visiting Scholar, National University of Singapore.
Health Affairs Scholar
|February 25, 2026
Summary
Peer review faces challenges in efficiency and effectiveness. Artificial intelligence (AI) offers a potential solution to enhance research integrity amid growing publication volumes and public skepticism towards science.
Area of Science:
- Biomedical Sciences
- Scientific Publishing
- Research Integrity
Background:
- Traditional peer review is increasingly inefficient, biased, and ineffective.
- Maintaining research integrity is crucial, especially with declining public trust in science.
- The sheer volume of over 3 million biomedical manuscripts annually overwhelms manual review processes.
Purpose of the Study:
- To highlight the limitations of current peer review systems.
- To emphasize the need for novel approaches to ensure scientific integrity.
- To introduce artificial intelligence (AI) as a tool to augment editorial and peer review.
Main Methods:
- Analysis of the current state of scientific publishing and peer review.
- Identification of challenges in maintaining research integrity.
- Exploration of AI as a supplementary tool for manuscript evaluation.
Main Results:
- Current peer review methods are insufficient to guarantee the integrity of the rapidly growing body of scientific literature.
- Human editorial and peer review alone cannot cope with the scale of biomedical publications.
- AI presents a viable option to assist in the editorial and peer review process.
Conclusions:
- New strategies are essential to uphold research integrity.
- Artificial intelligence can play a significant role in improving the efficiency and effectiveness of peer review.
- Integrating AI is necessary to manage the increasing volume of scientific publications and maintain public trust in science.
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