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arXiv — cs.AI

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BEACON-SP: Ontology-Grounded GraphRAG Framework for Clinical Suicide Risk Assessment

We present BEACON-SP, an ontology-grounded Graph Retrieval-Augmented Generation (GraphRAG) framework for clinician-facing decision support in behavioral health settings such as suicide prevention, where effective assessment requires integrating heterogeneous clinical,…

arXiv — cs.AIBy: Kemal Davaslioglu, Nathan Conger, Sastry Kompella, Yalin E. Sagduyu, Nathaniel D. BastianOctober 8, 2026 (Oct 8)
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  • We present BEACON-SP, an ontology-grounded Graph Retrieval-Augmented Generation (GraphRAG) framework for clinician-facing decision support in behavioral health settings such as suicide prevention, where effective assessment requires integrating heterogeneous clinical,…
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BEACON-SP: Ontology-Grounded GraphRAG Framework for Clinical Suicide Risk Assessment

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