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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Yi Zhang

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Review Open access Sep 2026

Blood-based tumor biomarkers: integrating biological layers and analytical strategies for precision cancer detection

This Review critically evaluates six circulating biomarker classes, such as CTCs, ctDNA, cfDNA methylation, exosomes, circulating miRNAs, and tumor-educated platelets—moving beyond a descriptive catalog to a comparative analysis of their performance characteristics.

Yi Zhang, Zhen Wang · 0 citations

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