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Jian-Zhuang Liu

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#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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