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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

Liang Zhang

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Review Open access Sep 2026

Noninvasive microbiota-based diagnostic models for pancreatic ductal adenocarcinoma: a systematic review and diagnostic test accuracy meta-analysis

Background Due to delays in diagnosis, many patients with pancreatic ductal adenocarcinoma (PDAC) miss the window for curative interventions. The oral and gut microbiomes are attractive as noninvasive triage instruments; however, while the literature provides AUROC values, it has not established clinically useful thres...

Liang Zhang, Jian Liu, Meng-Yao Pang et al. · 0 citations

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