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Ji-Zheng Lai

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#artificial intelligence Preprint Sep 2026

TRACE: Deployable Tree-Relational Structure Enhancement for Oncology LLMs

TRACE is presented, a deployable tree-relational enhancement framework for oncology LLMs that separates expensive offline structure learning from lightweight online inference, and suggests that explicit, updatable medical structure is a practical path toward more accurate and auditable oncology LLM deployment.

Ji-Zheng Lai, Ying-Yun Li, Ying Qin et al. · 0 citations

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