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Xiyue Chen

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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

The accurate and objective recognition of mental health conditions, such as anxiety and depression, remains a significant challenge in biomedical engineering and clinical practice, where traditional assessment methods often suffer from subjectivity, inefficiency, and a lack of quantitative biomarkers. In this study, a...

Mengru Li, Xuepeng Shan, Xiyue Chen · 0 citations

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