Mental health impact of COVID-19 and machine learning applications in combating mental disorders: a review

C Ganguly, S Nayak, AK Gupta - … , Machine Learning, and Mental Health in …, 2022 - Elsevier
Mental disorders are a critical issue in modern society, yet it remains to be consistently
neglected. The COVID19 pandemic has made it much more difficult to seek assistance when …

An ML-Powered Risk Assessment System for Predicting Prospective Mass Shooting

AA Ahmed, N Okoroafor - Computers, 2023 - mdpi.com
The United States has had more mass shooting incidents than any other country. It is
reported that more than 1800 incidents occurred in the US during the past three years. Mass …

Forecasting National-Level Self-Harm Trends With Social Networks

S Tuarob, K Chatrinan, T Noraset, T Tawichsri… - IEEE …, 2023 - ieeexplore.ieee.org
Self-harm pertains to actions of self-inflicted poisoning or injury that lead to either non-fatal
injuries or death, irrespective of the individual's intention. Self-harm incidents not only cause …

Natural language processing analysis of the psychosocial stressors of mental health disorders during the pandemic

MP Raveau, JI Goñi, JF Rodríguez… - npj Mental Health …, 2023 - nature.com
Over the past few years, the COVID-19 pandemic has exerted various impacts on the world,
notably concerning mental health. Nevertheless, the precise influence of psychosocial …

Tracking mental health risks and coping strategies in healthcare workers' online conversations across the COVID-19 pandemic

M Ireland, K Adams, S Farrell - Proceedings of the Eighth …, 2022 - aclanthology.org
The mental health risks of the COVID-19 pandemic are magnified for medical professionals,
such as doctors and nurses. To track conversational markers of psychological distress and …

Unraveling minds in the digital era: a review on mapping mental health disorders through machine learning techniques using online social media

A Khan, R Ali - Social Network Analysis and Mining, 2024 - Springer
People worldwide have suffered tremendously in terms of their mental health due to years of
exposure to stress, anxiety, and the pressures of today's fast-paced lifestyles. The …

Beneath the surface: clinical and psychosocial correlates of posting nonsuicidal self-injury content online among female young adults

SE Lee, M Yim, JW Hur - Computers in Human Behavior, 2022 - Elsevier
While posting self-injurious content online has skyrocketed over the past decade and is a
salient concern among mental health professionals, the stigma surrounding these postings …

A computational model for assisting individuals with suicidal ideation based on context histories

DM Rentz, WF Heckler, JLV Barbosa - Universal Access in the Information …, 2023 - Springer
Roughly 800,000 people die from suicide yearly, with suicide being one of the leading
causes of death worldwide. For every death by suicide, there are 20 people attempting …

Is there any link between celebrity suicide and further suicidal behaviour in India?

V Menon, SK Kar, M Marthoenis… - … journal of social …, 2021 - journals.sagepub.com
Background: Little is known about the factors that determine vulnerability to subsequent
suicide in the community following a celebrity suicide. Our objective was to investigate the …

Suicide risk assessment using word-level model with dictionary-based risky posts selection

YS Tsai, ALP Chen - Multimedia Tools and Applications, 2024 - Springer
Suicide is a serious issue around the world and is a leading cause of death in US. In the
past 20 years, the suicide rate has seen a significant increase of 35%. With the rapid …