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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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Muhammad Ibrahim Ahmed

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#explainable ai Review Open access Sep 2026

Patterns before Pathology: Artificial Intelligence in Early Diagnostics and Precision Patient Care

This narrative review synthesises clinically relevant evidence on AI-enabled early diagnostics, precision therapeutic pathways, and the principal structural barriers to responsible adoption to find AI is best positioned as an augmentation of clinical judgement rather than a replacement for it.

M. Ahmad, Muhammad Ibrahim Ahmed, Ahmad Sajjad Ashraf · 0 citations

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