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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

Author

Minping Hong

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2 papers indexed here

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Open access Oct 2026

Super‐Resolution MRI–Derived Tumor‐Stroma Ratio Phenotyping for Prognostic and Therapeutic Stratification in Pancreatic Ductal Adenocarcinoma

A super‐resolution MRI (srMRI)–based radiomics model is developed to enable noninvasive tumor‐stroma ratio (TSR) phenotyping in PDAC, enabling improved recurrence‐risk stratification and pre‐treatment clinical assessment.

Xing-Xing Wang, Zong-Yu Xie, Han Li et al. · 0 citations
Jul 2026

Topological imaging of single-cell CAF heterogeneity for predicting prognosis and adjuvant chemotherapy benefit in pancreatic cancer.

By translating adverse CAF subpopulation signatures into a CT-based topological biomarker, ra-CAPR enables individualized preoperative risk stratification and may facilitate risk-adapted postoperative management.

Ling-Ling Wang, Zong-Yu Xie, Qi-Ying Tang et al. · 0 citations

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