Related Experiment Video
Updated: Jan 15, 2026

Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems
Published on: June 13, 2025
A surge of AI-driven publications: the impact on health professionals and potential mitigating solutions
Guglielmo Arzilli1, Elisa Di Maggio2, Luigi De Angelis1
1Department of Translational Research and New Technologies in Medicine and Surgery, University of Pisa, Pisa, Italy.
Abstract:
The rapid development of generative AI is reshaping scientific communication, particularly in medicine and public health. Since the release of ChatGPT in 2022, Large Language Models have become widely accessible, supporting manuscript editing, statistical analysis, and rapid evidence synthesis. However, this surge in AI-generated content raises concerns about the quality, reliability, and ethical implications of scientific publishing. Increased reliance on AI-driven authoring tools could exacerbate an "infodemic"-an overwhelming flood of potentially unreliable or misleading information. This risk is exacerbated by the prevailing "publish or perish" culture, which prioritizes publication volume over meaningful contributions. In addition, the proliferation of academic journals, especially those that charge high publication fees, deepens inequalities in global health research and limits access for low-income countries. Documented cases of fabricated articles and false authorship in predatory journals highlight how AI can be misused, threatening evidence-based medicine and influencing healthcare decisions. To address these challenges, regulatory frameworks, ethical guidelines, and widespread digital literacy training for researchers and health professionals are critical. A balanced approach-harnessing the efficiency of AI while safeguarding scientific integrity-is needed to prevent an AI-driven infodemic and ensure the equitable, high-quality dissemination of medical knowledge.
Related Concept Videos
Issues And Trends In Healthcare Delivery System
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
Current Trends in Nursing II
Healthcare Associated Infections II: Preventive Measures
The best practices for preventing healthcare-associated infections include hand hygiene, patient risk...
Current Trends in Nursing I
Ethical Dilemmas II
Ethical Issues
Ethical Concerns in Healthcare: