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Sep 2026

PerDepNet: Personality-Guided Cross-Domain Multitask Learning Network for Automated Video Depression Detection.

Depression ranks as one of the most prevalent psychological disorders and has received growing attention. Currently, there are two primary challenges in automatic video depression detection: the scarcity of labeled depressed data and effective feature representations characterizing human depression. To address these ch...

Zhe-Wei Fang, Kai-Yin Lian, Shi-Qing Zhang et al. · 0 citations
#artificial intelligence Review Open access Jul 2026

From Pattern Recognizers to Personalized Companions: A Survey of Large Language Models in Mental Health

Viewing the field through this developmental lens, this survey provides a comprehensive synthesis of existing work, an insightful narrative of its trajectory, and a clear roadmap for future innovation in responsible, effective, and human-centered AI for mental healthcare.

He Hu, Yucheng Zhou, Qianning Wang et al. · 4 citations

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