An efficient approach to detecting mental illness on online social media platforms by using multidimensional textual features

The integration of multidimensional textual features significantly enhances the accuracy and generalizability of mental illness detection models. Our approach provides a promising direction for future research and practical applications in mental health monitoring on social media platforms.

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Publication Details

Journal
Acta Psychologica
Published
2026-01-06
DOI
https://doi.org/10.1016/j.actpsy.2025.106191
Primary Topic
Mental Health via Writing
Type
article
Field-Weighted Citation Impact
0.00
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article

An efficient approach to detecting mental illness on online social media platforms by using multidimensional textual features

Faheem Ahmad Wagay, Jahiruddin
Acta Psychologica
Mental Health via Writing
article

An efficient approach to detecting mental illness on online social media platforms by using multidimensional textual features

Faheem Ahmad Wagay, Jahiruddin
article en

Abstract

The integration of multidimensional textual features significantly enhances the accuracy and generalizability of mental illness detection models. Our approach provides a promising direction for future research and practical applications in mental health monitoring on social media platforms.

Acta PsychologicaVol. 262
Jamia Millia Islamia (IN)
Openalex Percentile: Top 96%
Mental Health via Writing
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An efficient approach to detecting mental illness on online social media platforms by using multidimensional textual features — Faheem Ahmad Wagay, Jahiruddin · Acta Psychologica (2026) | TGRS Research Map | TGRS