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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

Shi-Rui Luo

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Sep 2026

Seamless Whole Slide Label-Free Virtual Staining.

The Consistency Memory Bank is introduced, a novel label-free virtual staining framework that enforces spatial and channel consistency across tiles without memory bottlenecks, and suggests its downstream utility in tumor segmentation.

Dou Hoon Kwark, Kianoush Falahkheirkhah, Ji-Hun Oh et al. · 0 citations
Conference Open access 2026

MedQPA-Gen: Medical Question Proposing and Answering for Report Generation

This work proposes MedQPA, an automatic and generalizable report evaluation technique that uses question proposing and answering to enable controllable, structured reasoning grounded in medical domain knowledge and the factual correctness of the report.

Weijie Liang, Xiyue Zhu, Ruike Zhu et al. · 0 citations

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