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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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Jia-Yao Niu

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Review Open access Sep 2026

Clinician-supervised multimodal AI orchestration in spine care: evidence, framework, and future directions

Degenerative, traumatic, deformity-related, and neoplastic spinal disorders place a growing burden on patients and health systems. Artificial intelligence (AI) has shown value in selected spine-care tasks, including imaging analysis, surgical-planning support, navigation assistance, risk prediction, rehabilitation moni...

Jia-Yao Niu, Zheng Li, Yun-Peng Zou et al. · 0 citations

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