Explainable Predictive Model for Suicidal Ideation During COVID-19: Social Media Discourse Study.

ABSTRACT:

Background

Studying the impact of COVID-19 on mental health is both compelling and imperative for the health care system's preparedness development. Discovering how pandemic conditions and governmental strategies and measures have impacted mental health is a challenging task. Mental health issues, such as depression and suicidal tendency, are traditionally explored through psychological battery tests and clinical procedures. To address the stigma associated with mental illness, social media is used to examine language patterns in posts related to suicide. This strategy enhances the comprehension and interpretation of suicidal ideation. Despite easy expression via social media, suicidal thoughts remain sensitive and complex to comprehend and detect. Suicidal ideation captures the ne

SUBMITTER: Bouktif S 

PROVIDER: S-EPMC11786132 | biostudies-literature | 2025 Jan

REPOSITORIES: biostudies-literature