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Author

Nur Shazwani Kamarudin

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Conference Sep 2026

A Causally Informed CNN-Ensemble Fusion Framework for Reddit-Based Mental Health Using Textual, Temporal, and Metadata Features

Social media offers large-scale textual data on social indicators of distress, support-seeking and disclosure of psychological crises. Nevertheless, most mental health classification systems remain prediction focused and offer little information about how textual, temporal, and metadata signals interact to predict ment...

U. Nazir, Nur Shazwani Kamarudin, M. A. Majid et al. · 0 citations
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

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