Systematic Review: Text Processing Algorithms in Machine Learning and Deep Learning for Mental Health Detection on Social Media

Y Cao, J Dai, Z Wang, Y Zhang, X Shen, Y Liu… - arxiv preprint arxiv …, 2024 - arxiv.org
The global rise in depression necessitates innovative detection methods for early
intervention. Social media provides a unique opportunity to identify depression through user …

Using natural language processing to identify patterns associated with depression, anxiety, and stress symptoms during the COVID-19 pandemic

A Beech, H Fan, J Shu, J Oyarzun, P Nadel… - Journal of Affective …, 2025 - Elsevier
Background Combining data-driven natural language processing techniques with traditional
methods using predefined word lists may offer greater insights into the connections between …

On the State of NLP Approaches to Modeling Depression in Social Media: A Post-COVID-19 Outlook

AM Bucur, AC Moldovan, K Parvatikar… - arxiv preprint arxiv …, 2024 - arxiv.org
Computational approaches to predicting mental health conditions in social media have been
substantially explored in the past years. Multiple surveys have been published on this topic …

Breastmilk—old but not obsolete: from the safety of breastfeeding during the coronavirus disease 2019 pandemic to broad antiviral drug development

K **ang, YH Zhou - Maternal-Fetal Medicine, 2023 - journals.lww.com
The coronavirus disease 2019 (COVID-19) caused by severe acute respiratory syndrome
coronavirus 2 (SARS-CoV-2) poses a major threat to global health. The high mortality rate …

[PDF][PDF] Navigating the Digital Landscape: Unveiling Language Dynamics and Digital Identity among Indonesia's Contemporary Generation

ND Wagiati, N Darmayanti, M Adji - Jurnal Sosioteknologi, 2024 - core.ac.uk
Artikel ini membahas dampak internet terhadap perkembangan bahasa dan linguistik digital
di Indonesia. Penelitian ini mengeksplorasi frekuensi pencarian dan tren keakraban kata …

[HTML][HTML] When Infodemic Meets Epidemic: Systematic Literature Review

C Asaad, I Khaouja, M Ghogho… - JMIR Public Health and …, 2025 - publichealth.jmir.org
Background Epidemics and outbreaks present arduous challenges, requiring both individual
and communal efforts. The significant medical, emotional, and financial burden associated …

[PDF][PDF] Crowdsourcing for Business Ideas through Reddit: Exploring the Dynamics of Online Innovation

KA Dimitrova - 2024 - ritsumei.repo.nii.ac.jp
Innovative businesses are increasingly turning to social platforms like Reddit to crowdsource
ideas for their products and services. Reddit, a diverse crowdsourced news aggregator and …

AI, Social Media, & Depression During COVID-19

TT Stark, SQ Facts - studioquickfacts.com
I t's hard to imagine back to the start of the COVID-19 pandemic. Cities shut down, work from
home began to set in, and isolation increased from friends, family, and coworkers. One of the …