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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

Qi Zhang

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Aug 2026

Machine learning prediction of human antibiotic resistance risk using 16S rRNA profiles.

This work establishes a scalable framework for inferring antibiotic resistance risk from 16S data, enabling equitable, large-scale surveillance of antimicrobial resistance while positioning microbiome composition as a predictive basis for functional risk and advancing a general paradigm for inferring microbial traits f...

Qi Zhang, Zeling Wang, Chaotang Lei et al. · 0 citations

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