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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

Chen Zhang

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Review Open access Oct 2026

Photoplethysmography and vital sign measurement using 3D-multispectral multimodal imaging

Contactless vital-sign monitoring can improve comfort and hygiene in long-term, sleep, home, and clinical monitoring, but robust estimation of heart rate (HR), respiratory rate (RR), and oxygen saturation (SpO2) remains a coupled sensing and algorithmic problem. This paper summarizes our research line on remote photopl...

Wang Liao, Chen Zhang, M. Rosenberger et al. · 0 citations

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