Recent advances in using natural language processing to address public health research questions using social media and consumergenerated data
Objective: We present a narrative review of recent work on the utilisation of Natural
Language Processing (NLP) for the analysis of social media (including online health …
Language Processing (NLP) for the analysis of social media (including online health …
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] Studies of depression and anxiety using reddit as a data source: scoping review
N Boettcher - JMIR mental health, 2021 - mental.jmir.org
Background The study of depression and anxiety using publicly available social media data
is a research activity that has grown considerably over the past decade. The discussion …
is a research activity that has grown considerably over the past decade. The discussion …
Schizophrenia detection using machine learning approach from social media content
Schizophrenia is a severe mental disorder that ranks among the leading causes of disability
worldwide. However, many cases of schizophrenia remain untreated due to failure to …
worldwide. However, many cases of schizophrenia remain untreated due to failure to …
An analysis of cognitive change in online mental health communities: A textual data analysis based on post replies of support seekers
The replies of people seeking support in online mental health communities can be analyzed
to discover if they feel better after receiving support; feeling better indicates a cognitive …
to discover if they feel better after receiving support; feeling better indicates a cognitive …
Teens' social media engagement during the COVID-19 pandemic: a time series examination of posting and emotion on Reddit
Research has rarely examined how the COVID-19 pandemic may affect teens' social media
engagement and psychological wellbeing, and even less research has compared the …
engagement and psychological wellbeing, and even less research has compared the …
The ethics of publicly available data research: A situated ethics framework for Reddit
M Gliniecka - Social Media+ Society, 2023 - journals.sagepub.com
Using user-generated content from open-access platforms such as Reddit for research
raises ethical questions and challenges. Research projects involving publicly available data …
raises ethical questions and challenges. Research projects involving publicly available data …
A review on recognizing depression in social networks: challenges and opportunities
Social networks have become another resource for supporting mental health specialists in
making inferences and finding indications of mental disorders, such as depression. This …
making inferences and finding indications of mental disorders, such as depression. This …
[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 …
Who says what? Content and participation characteristics in an online depression community
J Feldhege, M Moessner, S Bauer - Journal of Affective Disorders, 2020 - Elsevier
Background An increasingly important source of informal help for people with depression
are online depression communities. This study investigates the prevailing topics in an online …
are online depression communities. This study investigates the prevailing topics in an online …