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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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Druv Juel

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Review Open access 2026

Artificial Intelligence in Healthcare: A Comprehensive Systematic Review of Predictive Analytics, Medical Imaging, Cybersecurity, Resource Allocation, and Clinical Decision Support

The review concludes that healthcare AI should be evaluated as a sociotechnical intervention rather than a standalone algorithm, and sustainable value depends on prospective validation, equity auditing, cybersecurity-by-design, economic evaluation, transparent reporting, and continuous post-deployment monitoring.

Anastasia Andrevna, Druv Juel · 0 citations

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