Methods in predictive techniques for mental health status on social media: a critical review
S Chancellor, M De Choudhury - NPJ digital medicine, 2020 - nature.com
Social media is now being used to model mental well-being, and for understanding health
outcomes. Computer scientists are now using quantitative techniques to predict the …
outcomes. Computer scientists are now using quantitative techniques to predict the …
Automated assessment of psychiatric disorders using speech: A systematic review
Objective There are many barriers to accessing mental health assessments including cost
and stigma. Even when individuals receive professional care, assessments are intermittent …
and stigma. Even when individuals receive professional care, assessments are intermittent …
Third wave positive psychology: Broadening towards complexity
The development of academic fields is often described through the metaphor of
'waves.'Following the instantiation of positive psychology (the first wave), scholarship …
'waves.'Following the instantiation of positive psychology (the first wave), scholarship …
Clever hans or neural theory of mind? stress testing social reasoning in large language models
The escalating debate on AI's capabilities warrants developing reliable metrics to assess
machine" intelligence". Recently, many anecdotal examples were used to suggest that …
machine" intelligence". Recently, many anecdotal examples were used to suggest that …
[HTML][HTML] Natural language processing reveals vulnerable mental health support groups and heightened health anxiety on reddit during covid-19: Observational study
Background The COVID-19 pandemic is impacting mental health, but it is not clear how
people with different types of mental health problems were differentially impacted as the …
people with different types of mental health problems were differentially impacted as the …
Social media and mental health: benefits, risks, and opportunities for research and practice
Social media has become a prominent fixture in the lives of many individuals facing the
challenges of mental illness. Social media refers broadly to web and mobile platforms that …
challenges of mental illness. Social media refers broadly to web and mobile platforms that …
Global evidence of expressed sentiment alterations during the COVID-19 pandemic
The COVID-19 pandemic has created unprecedented burdens on people's physical health
and subjective well-being. While countries worldwide have developed platforms to track the …
and subjective well-being. While countries worldwide have developed platforms to track the …
Detection of depression-related posts in reddit social media forum
Depression is viewed as the largest contributor to global disability and a major reason for
suicide. It has an impact on the language usage reflected in the written text. The key …
suicide. It has an impact on the language usage reflected in the written text. The key …
Depression detection from social network data using machine learning techniques
Purpose Social networks have been developed as a great point for its users to communicate
with their interested friends and share their opinions, photos, and videos reflecting their …
with their interested friends and share their opinions, photos, and videos reflecting their …
Closed-and open-vocabulary approaches to text analysis: A review, quantitative comparison, and recommendations.
Technology now makes it possible to understand efficiently and at large scale how people
use language to reveal their everyday thoughts, behaviors, and emotions. Written text has …
use language to reveal their everyday thoughts, behaviors, and emotions. Written text has …