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Nur Shazwani Kamarudin

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Review Open access Jul 2026

From Conversations to Insights: Analysing Social Networks for Early Mental Health Detection - A Systematic Review of Causal Inference and Deep Learning

It was identified that AI continues to significantly outperform humans in terms of accuracy, efficiency, and early intervention for mental health detection.

U. Nazir, Nur Shazwani Kamarudin, Mazlina Abdul Majid · 0 citations