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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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Ying-Jie Lu

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Review Oct 2026

Molecular biomarkers for diagnosis, prognosis, precision therapy, and immunotherapy in cholangiocarcinoma, cHCC-CCA, and HCC

This review organizes biomarkers by the treatment decision they are expected to support, which covers curative intent and locoregional risk stratification, molecularly guided systemic therapy, immune-state assessment, dynamic monitoring, resistance reassessment, and translational readiness.

Jing-Guo Sun, Ying-Jie Lu, Lu Chang et al. · 0 citations

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