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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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Huiqi Zhang

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Open access Aug 2026

Machine learning-based identification of anxiety symptoms in Chinese community-dwelling older adults: a comparative study of six algorithms with SHAP analysis and nomogram development

Background Anxiety disorders are common among older adults but remain underrecognized in community settings, particularly in China where mental health resources are scarce. This study aimed to develop and compare multiple machine learning models for identifying anxiety symptoms in Chinese community-dwelling older adult...

Peiyue Li, Chun-Xiao Yan, Jian-Bo Li et al. · 0 citations

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