[HTML][HTML] Natural language processing applied to mental illness detection: a narrative review
Mental illness is highly prevalent nowadays, constituting a major cause of distress in
people's life with impact on society's health and well-being. Mental illness is a complex multi …
people's life with impact on society's health and well-being. Mental illness is a complex multi …
Mentalbert: Publicly available pretrained language models for mental healthcare
Mental health is a critical issue in modern society, and mental disorders could sometimes
turn to suicidal ideation without adequate treatment. Early detection of mental disorders and …
turn to suicidal ideation without adequate treatment. Early detection of mental disorders and …
A deep learning model for detecting mental illness from user content on social media
Users of social media often share their feelings or emotional states through their posts. In
this study, we developed a deep learning model to identify a user's mental state based on …
this study, we developed a deep learning model to identify a user's mental state based on …
[HTML][HTML] Natural language processing methods and bipolar disorder: scoping review
Background: Health researchers are increasingly using natural language processing (NLP)
to study various mental health conditions using both social media and electronic health …
to study various mental health conditions using both social media and electronic health …
[HTML][HTML] A mental state Knowledge–aware and Contrastive Network for early stress and depression detection on social media
Stress and depression detection on social media aim at the analysis of stress and
identification of depression tendency from social media posts, which provide assistance for …
identification of depression tendency from social media posts, which provide assistance for …
Cross-national study on the perception of the Korean wave and cultural hybridity in Indonesia and Malaysia using discourse on social media
YL Lee, M Jung, RJ Nathan, JE Chung - Sustainability, 2020 - mdpi.com
In the era of globalization, due to the prevalent cultural exchange between countries, inflows
of foreign cultural products can enrich local culture by hybridizing local and global culture …
of foreign cultural products can enrich local culture by hybridizing local and global culture …
Listen to social media users: Mining Chinese public perception of automated vehicles after crashes
P Jing, Y Cai, B Wang, B Wang, J Huang… - … research part F: traffic …, 2023 - Elsevier
In China, vehicles with L2 driving automation are already widespread, while L3-L5
automated vehicles (AVs) are not allowed on the road. Surprisingly, crashes involving …
automated vehicles (AVs) are not allowed on the road. Surprisingly, crashes involving …
[HTML][HTML] Mental disorders on online social media through the lens of language and behaviour: Analysis and visualisation
Due to the worldwide accessibility to the Internet along with the continuous advances in
mobile technologies, physical and digital worlds have become completely blended, and the …
mobile technologies, physical and digital worlds have become completely blended, and the …
A framework to analyze the emotional reactions to mass violent events on Twitter and influential factors
The number of mass shootings has increased in recent years. Understanding the factors that
affect the emotional reactions of the population is very important to help them to cope with …
affect the emotional reactions of the population is very important to help them to cope with …
How dramatic events can affect emotionality in social posting: The impact of COVID-19 on Reddit
The COVID-19 outbreak impacted almost all the aspects of ordinary life. In this context,
social networks quickly started playing the role of a sounding board for the content produced …
social networks quickly started playing the role of a sounding board for the content produced …