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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

Amit Sethi

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Preprint Sep 2026

MRI Super-Resolution with RCDM/WaveMix and Task-Aware Segmentation

Super-resolution and quality enhancement of 1.5\,T brain MRI are normally validated with image-fidelity metrics, although their purpose is to improve downstream analysis. We study whether enhancement improves tissue segmentation, and for which segmenters. We propose an unpaired, physics-guided training pipeline for a l...

Kavitha Viswanathan, Harsh Choudhary, Amit Sethi · 0 citations

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