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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

Shurong Chai

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Jul 2026

DynaBridge: Dynamic Summary-Guided Cross-Task Multimodal Fusion for DASS-Structured Mental Health Assessment

DynaBridge is proposed, a dynamic summary-guided cross-task multimodal framework for DASS-structured mental health assessment that predicts ordinal item distributions, reconstructs depression, anxiety, and stress risk evidence from item-level soft scores, and fuses this evidence with direct multimodal risk predictions.

Shi-Yu Teng, H. Yu, Jiaqing Liu et al. · 0 citations

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