AI in health: state of the art, challenges, and future directions
Introduction: Artificial intelligence (AI) technologies continue to attract interest from a broad
range of disciplines in recent years, including health. The increase in computer hardware …
range of disciplines in recent years, including health. The increase in computer hardware …
Suicidal ideation detection: A review of machine learning methods and applications
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) …
attempts should be addressed to save people's life. Current suicidal ideation detection (SID) …
[HTML][HTML] Psychosocial effects of the COVID-19 pandemic: large-scale quasi-experimental study on social media
Background The COVID-19 pandemic has caused several disruptions in personal and
collective lives worldwide. The uncertainties surrounding the pandemic have also led to …
collective lives worldwide. The uncertainties surrounding the pandemic have also led to …
Beyond screen time: Identity development in the digital age
I Granic, H Morita, H Scholten - Psychological Inquiry, 2020 - Taylor & Francis
We are in the midst of a global transition in which digital “screens” are no longer simply
entertainment devices and distractions; rather, adolescents are currently living in a hybrid …
entertainment devices and distractions; rather, adolescents are currently living in a hybrid …
Using social media for mental health surveillance: a review
Data on social media contain a wealth of user information. Big data research of social media
data may also support standard surveillance approaches and provide decision-makers with …
data may also support standard surveillance approaches and provide decision-makers with …
Depression and self-harm risk assessment in online forums
Users suffering from mental health conditions often turn to online resources for support,
including specialized online support communities or general communities such as Twitter …
including specialized online support communities or general communities such as Twitter …
Social support, reciprocity, and anonymity in responses to sexual abuse disclosures on social media
Seeking and providing support is challenging. When people disclose sensitive information,
audience responses can substantially impact the discloser's wellbeing. We use mixed …
audience responses can substantially impact the discloser's wellbeing. We use mixed …
A taxonomy of ethical tensions in inferring mental health states from social media
Powered by machine learning techniques, social media provides an unobtrusive lens into
individual behaviors, emotions, and psychological states. Recent research has successfully …
individual behaviors, emotions, and psychological states. Recent research has successfully …
Language left behind on social media exposes the emotional and cognitive costs of a romantic breakup
Using archived social media data, the language signatures of people going through
breakups were mapped. Text analyses were conducted on 1,027,541 posts from 6,803 …
breakups were mapped. Text analyses were conducted on 1,027,541 posts from 6,803 …
Machine classification and analysis of suicide-related communication on twitter
The World Wide Web, and online social networks in particular, have increased connectivity
between people such that information can spread to millions of people in a matter of …
between people such that information can spread to millions of people in a matter of …