上海交大研究生院主页平台管理系统 Liu Feng lekko--Dr. Feng Liu-School of Psychology, SJTU-- A psychologically interpretable artificial intelligence framework for the screening of loneliness, depression, and anxiety

Dr. Feng Liu-School of Psychology, SJTU > Scientific Research > Paper Publications

A psychologically interpretable artificial intelligence framework for the screening of loneliness, depression, and anxiety

Date of Publication:2025-02-17 Hits:

Affiliation of Author(s):Shanghai Jiao Tong University
Journal:Applied Psychology: Health and Well-Being
Abstract:Negative emotions such as loneliness, depression, and anxiety (LDA) are prevalent and pose significant challenges to emotional well-being. Traditional methods of assessing LDA, reliant on questionnaires, often face limitations because of participants' inability or potential bias. This study introduces emoLDAnet, an artificial intelligence (AI)-driven psychological framework that leverages video-recorded conversations to detect negative emotions through the analysis of facial expressions and physiological signals...
Document Type:J
Volume:17
Issue:1
Page Number:e12639
Translation or Not:no
Date of Publication:2025-02-17
Included Journals:SSCI
Indexed by:期刊论文

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A psychologically interpretable artificial intelligence framework for the screening of loneliness, depression, and anxiety