[HTML][HTML] Natural language processing applied to mental illness detection: a narrative review

T Zhang, AM Schoene, S Ji, S Ananiadou - NPJ digital medicine, 2022 - nature.com
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 …

Annual Research Review: Translational machine learning for child and adolescent psychiatry

D Dwyer, N Koutsouleris - Journal of Child Psychology and …, 2022 - Wiley Online Library
Children and adolescents could benefit from the use of predictive tools that facilitate
personalized diagnoses, prognoses, and treatment selection. Such tools have not yet been …

[HTML][HTML] Detecting latent topics and trends in educational technologies over four decades using structural topic modeling: A retrospective of all volumes of Computers …

X Chen, D Zou, G Cheng, H Xie - Computers & Education, 2020 - Elsevier
Computers & Education has been leading the field of computers in education for over 40
years, during which time it has developed into a well-known journal with significant …

[HTML][HTML] Examining analytic practices in latent dirichlet allocation within psychological science: scoping review

LJ Hagg, SS Merkouris, GA O'Dea, LM Francis… - Journal of Medical …, 2022 - jmir.org
Background Topic modeling approaches allow researchers to analyze and represent written
texts. One of the commonly used approaches in psychology is latent Dirichlet allocation …

Psyqa: A chinese dataset for generating long counseling text for mental health support

H Sun, Z Lin, C Zheng, S Liu, M Huang - arXiv preprint arXiv:2106.01702, 2021 - arxiv.org
Great research interests have been attracted to devise AI services that are able to provide
mental health support. However, the lack of corpora is a main obstacle to this research …

Charting the development of emotion comprehension and abstraction from childhood to adulthood using observer-rated and linguistic measures.

EC Nook, CM Stavish, SF Sasse, HK Lambert, P Mair… - Emotion, 2020 - psycnet.apa.org
This study examined two facets of emotion development: emotion word comprehension
(knowing the meaning of emotion words such as “anger” or “excitement”) and emotion …

Persons or data points? Ethics, artificial intelligence, and the participatory turn in mental health research.

JA Skorburg, K O'Doherty, P Friesen - American Psychologist, 2024 - psycnet.apa.org
This article identifies and examines a tension in mental health researchers' growing
enthusiasm for the use of computational tools powered by advances in artificial intelligence …

[HTML][HTML] Public attitudes toward anxiety disorder on Sina Weibo: content analysis

J Zhu, Z Li, X Zhang, Z Zhang, B Hu - Journal of medical Internet research, 2023 - jmir.org
Background Anxiety disorder has become a major clinical and public health problem,
causing a significant economic burden worldwide. Public attitudes toward anxiety can …

Digital bibliotherapy as a scalable intervention for suicidal thoughts: A randomized controlled trial.

PJ Franz, D Mou, DT Kessler, J Stubbing… - Journal of consulting …, 2022 - psycnet.apa.org
Objective: Suicide is a major public health concern in the United States, but few effective and
scalable interventions exist to help those with suicidal thoughts. We hypothesized that …

Psycholinguistic changes in the communication of adolescent users in a suicidal ideation online community during the COVID-19 pandemic

J Feldhege, M Wolf, M Moessner, S Bauer - European Child & Adolescent …, 2023 - Springer
Since the outbreak of the COVID-19 pandemic, increases in suicidal ideation and suicide
attempts in adolescents have been registered. Many adolescents experiencing suicidal …