ExKG-LLM is a novel framework that leverages Large Language Models to automate the expansion of cognitive neuroscience knowledge graphs from scientific literature and clinical reports.

• Extracts complex neuroscience entities and relationships with high precision
• Optimizes knowledge integration using state-of-the-art LLMs
• Enhances accuracy and completeness of cognitive neuroscience knowledge bases
• Creates more comprehensive data resources for clinical applications

Medical Impact: By automating knowledge extraction and integration, ExKG-LLM enables more informed clinical decision-making, accelerates neuroscience research, and improves understanding of brain-related disorders through richer, more comprehensive knowledge graphs.

ExKG-LLM: Leveraging Large Language Models for Automated Expansion of Cognitive Neuroscience Knowledge Graphs