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Aug 2026

Multimodal Fusion of Physiological Signals and Behavioral Data for Mental Health Assessment: A Deep Learning Approach Based on Hierarchical CNN

Results indicate that the proposed hierarchical dynamic multimodal CNN framework can effectively integrate text, visual, and physiological information based on the modal features of different datasets; thus, it can provide a repeatable, objective, and clinically feasible technical approach for intelligent mental health...

Mengru Li, Xuepeng Shan, Xiyue Chen · 0 citations

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