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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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Rajkumar Rajavel

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Open access Aug 2026

A Hybrid Multimodal AI Framework for BI-RADS Breast Cancer Risk Prediction and Report Generation: Radiologist-Mimetic Cognitive Knowledge Graph Injection and Cognitive Prompt Engineering

Automated BI-RADS breast cancer risk stratification from multimodal clinical data remains limited by two persistent gaps: the inability of purely discriminative architectures to resolve fine-grained BI-RADS 4 subcategory boundaries with calibrated uncertainty, and the absence of a mechanism to translate multimodal evid...

Ashok Kumar Saho, Rajkumar Rajavel · 0 citations

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