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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

Devansh Thakkar

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Review Open access Sep 2026

Clinical Validation and Continuous Monitoring of Artificial Intelligence in Medical Imaging: Lessons from Platform-Based Deployment

Abstract The deployment of artificial intelligence (AI) in clinical radiology has expanded rapidly worldwide, yet a persistent “ deployment gap ” remains between research performance and real-world clinical utility. The deployment gap refers to the erosion of AI performance when a model trained and validated in control...

V. Mahajan, Himanshu Makkar, Abhishek Gupta et al. · 0 citations

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