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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

Lu Tian

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2 papers indexed here

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Open access Sep 2026

Unlocking Sensitive Data with SPHERE in the Age of AI

Sensitive human data underpin discoveries across medicine, biology and the social sciences, yet privacy regulation often prevents sharing them with collaborators or artificial intelligence (AI) systems. We introduce SPHERE, a model-free method that makes sensitive datasets directly usable by AI and shareable for open s...

Zi-Huai He, Junyoung Park, R. C. Pulgrossi et al. · 0 citations
Open access Jul 2026

A benchmark study of vision and pathology foundation models for computational pathology

AI pathology foundation models are benchmarked across large cancer datasets, showing that generalisation in computational pathology is heterogeneous and task-dependent regardless of dataset scale, but ensemble-based approaches can combine the strengths of different models.

R. Bareja, F. Carrillo-Perez, Yuan-Ning Zheng et al. · 6 citations · ⚡1

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