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Author

Run-Peng Liu

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Preprint Aug 2026

TumorBoard: Evidence-Grounded Multi-Agent Decision Support for Longitudinal Neuro-Oncology

Neuro-oncology decisions require coordinated interpretation of serial MRI, pathology, molecular markers, treatment history, performance status, and evolving guidelines. We present TumorBoard, a multi-agent decision-support system built around a shared longitudinal case state and an auditable claim-evidence ledger. Spec...

Yantong Liu, Zhe-Yu Zhang, Run-Peng Liu et al. · 0 citations
#artificial intelligence Preprint Aug 2026

CrossScale-GLIO: Topology-Preserving Vision-Language Alignment of MRI and Whole-Slide Histopathology for Diffuse Glioma

CrossScale-GLIO, a visual multimodal framework that represents MRI as a tumor-habitat graph and histology as a cell-niche graph, then aligns them with a structure-aware optimal transport objective anchored by diagnostic language, confirms that preserved relational topology drives cross-scale correspondence.

Yan-Tong Liu, Zhe-Yu Zhang, Run-Peng Liu et al. · 0 citations

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