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Updated: Sep 12, 2025

Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems
Published on: June 13, 2025
Impact of an Evidence-Based Large Language Model (LLM) Diagnostic Decision Support System: A Randomised Controlled
Sangah Ahn1, Joongheum Park2,3, Sujeong Hur1,3
1SAIHST, Sungkyunkwan University, Seoul, Republic of Korea.
None:
Generative artificial intelligence (AI) influences clinical decision-making in healthcare by analyzing medical data and proposing personalized treatment options based on patient records. However, generative AI limited due to its inability to provide accurate evidence. Therefore, this study aims that the influence of AI-generated diagnostic suggestions on emergency healthcare providers' diagnostic patterns and decision-making, and evaluates the correlation between clinicians' adoption and diagnosis accuracy.
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