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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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Hamza Jarab

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Review Open access Aug 2026

Digital twins in precision pharmacotherapy: emerging applications, challenges, and future directions

Digital twin technology, defined as dynamic digital models that represent individual patients, is emerging as a promising paradigm in precision pharmacotherapy. The integration of pharmacokinetic and pharmacodynamic (PK/PD) modeling, clinical data, genomic information, and real-time patient monitoring enables digital t...

A. Jarab, Walid A. Al-Qerem, Hamza Jarab et al. · 1 citation

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