[HTML][HTML] Social media use for health purposes: systematic review

J Chen, Y Wang - Journal of medical Internet research, 2021 - jmir.org
Background: Social media has been widely used for health-related purposes, especially
during the COVID-19 pandemic. Previous reviews have summarized social media uses for a …

Suicidal ideation detection: A review of machine learning methods and applications

S Ji, S Pan, X Li, E Cambria, G Long… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Suicide is a critical issue in modern society. Early detection and prevention of suicide
attempts should be addressed to save people's life. Current suicidal ideation detection (SID) …

Suicide risk assessment using machine learning and social networks: a sco** review

G Castillo-Sánchez, G Marques, E Dorronzoro… - Journal of medical …, 2020 - Springer
Abstract According to the World Health Organization (WHO) report in 2016, around 800,000
of individuals have committed suicide. Moreover, suicide is the second cause of unnatural …

[HTML][HTML] Linguistic features of suicidal thoughts and behaviors: A systematic review

S Homan, M Gabi, N Klee, S Bachmann… - Clinical psychology …, 2022 - Elsevier
Abstract Language is a potential source of predictors for suicidal thoughts and behaviors
(STBs), as changes in speech characteristics, communication habits, and word choice may …

Factors influencing crisis management: A systematic review and synthesis for future research

YMH Hazaa, FA Almaqtari… - Cogent Business & …, 2021 - Taylor & Francis
The purpose of this study is to provide a comprehensive systematic literature review (SLR) of
factors influencing crisis management (CM). The study attempts to assess the main areas …

Effect of writing style on social support in online health communities: A theoretical linguistic analysis framework

S Jiang, X Liu, X Chi - Information & Management, 2022 - Elsevier
In online health communities (OHCs), patients can exchange social support through text-
based communication. However, research on how various linguistic characteristics of …

A lexicon-based approach to detecting suicide-related messages on Twitter

SM Sarsam, H Al-Samarraie, AI Alzahrani… - … Signal Processing and …, 2021 - Elsevier
Expression of emotion is an indicator that can contribute to the detection of mental health-
related disorders. Suicide causes death to many people around the globe, and despite the …

Interventions to increase help-seeking for mental health care in low-and middle-income countries: A systematic review

M van den Broek, Y Gandhi… - PLOS Global Public …, 2023 - journals.plos.org
Mental health problems are a significant and growing cause of morbidity worldwide. Despite
the availability of evidence-based interventions, most people experiencing mental health …

Social Media Analysis to Enhance Sustainable Knowledge Management: A Concise Literature Review

AM Alghamdi, SF Pileggi, O Sohaib - Sustainability, 2023 - mdpi.com
Although knowledge management relying on data from social networks has become an
integral part of common practices, there needs to be a well-defined body of knowledge that …

Artificial Intelligence-based Suicide Prevention and Prediction: A Systematic Review (2019-2023)

A Atmakuru, A Shahini, S Chakraborty, S Seoni… - Information …, 2024 - Elsevier
Suicide is a major global public health concern, and the application of artificial intelligence
(AI) methods, such as natural language processing (NLP), machine learning (ML), and deep …