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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

Yi Guo

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2 papers indexed here

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Open access Oct 2026

Characterization of SPP1 + macrophages and their correlation with resistance to neoadjuvant chemotherapy in colorectal cancer liver metastasis

Neoadjuvant chemotherapy (NAC) for colorectal cancer liver metastasis (CRLM) remains a major clinical challenge, with outcomes varying widely among patients, yet the mechanisms that drive therapeutic resistance remain incompletely understood. In this study, we integrated single‑cell RNA‑sequencing and spatial transcrip...

Jing-Zhi Tang, Wei-Jie Hao, Xi-Gan He et al. · 0 citations
Preprint Aug 2026

CARD: Calibration via Agreement in Reverse Diffusion for Out-of-Domain MRI Segmentation

Across cardiac, prostate and brain MRI shifts, CARD lowers calibration error in 45 of 49 comparisons against the strongest baseline in each setting, and maps the temporal aggregate of this disagreement to a temperature field applied per pixel across all classes, so that confidence changes while the segmentation does no...

Jiateng Dai, Wei Guo, Qing-Biao Li et al. · 0 citations

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