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Qian-Kun Wang

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Review Open access Aug 2026

Performance of artificial intelligence models for monitoring psychological stress using noncontact physiological signals: a systematic review and meta-analysis

Background Psychological stress is a common and dynamic mental health concern, but conventional assessment methods often rely on self-report questionnaires, clinical interviews, or contact-based physiological sensors, which may limit continuous and unobtrusive monitoring in everyday settings. Noncontact sensing technol...

Xiu-Ping Han, Qian-Kun Wang, Ling-Li Gao et al. · 0 citations

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