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Knowledge graphs are utilized as a core component in the research framework 'PKG-LLM' to predict mental health conditions within the field of Cognitive Neuroscience, as documented in [1].

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LLM-empowered knowledge graph construction: A survey - arXiv arxiv.org arXiv 1 fact
referenceAli Sarabadani, Hadis Taherinia, Niloufar Ghadiri, Ehsan Karimi Shahmarvandi, and Ramin Mousa published 'PKG-LLM: A Framework for Predicting GAD and MDD Using Knowledge Graphs and Large Language Models in Cognitive Neuroscience' as a preprint in February 2025.