Detection of depression and suicide risk based on text from clinical interviews using machine learning: possibility of a new objective diagnostic marker
Background Depression and suicide are critical social problems worldwide, but tools to
objectively diagnose them are lacking. Therefore, this study aimed to diagnose depression …
objectively diagnose them are lacking. Therefore, this study aimed to diagnose depression …
Towards a machine learning framework for suicide ideation detection in Twitter
A worldwide rise of number of individuals had been observed to commit suicide at young
age since 2019. With emergence of digital technologies, more suicides attempts were seen …
age since 2019. With emergence of digital technologies, more suicides attempts were seen …
Text analysis of suicide risk in adolescents and young adults
JW Guo, J Kimmel, LA Linder - Journal of the American …, 2024 - journals.sagepub.com
OBJECTIVE: Suicide is of primary public concern for adolescents and young adults (AYAs)
who commonly use social media platforms to express their suicidal thoughts and behaviors …
who commonly use social media platforms to express their suicidal thoughts and behaviors …
Automatic identification of suicidal ideation in texts using cascade classifiers
MC García-Galindo, Á Hernández-Castañeda… - … Conference on Artificial …, 2022 - Springer
Abstract According to the 2021 World Health Organization report, suicide is a universal
phenomenon that causes about 703,000 deaths per year, being among the first five causes …
phenomenon that causes about 703,000 deaths per year, being among the first five causes …
Using targeted betweenness centrality to identify bridges to neglected users in the Twitter conversation on veteran suicide
There are many real-world contexts in which it would be invaluable to identify intermediaries
who serve as bridges for specified dyads. For instance, with respect to suicide prevention …
who serve as bridges for specified dyads. For instance, with respect to suicide prevention …
Characteristics of Multi-Class Suicide Risks Tweets Through Feature Extraction and Machine Learning Techniques
YQ Lim, YL Loo - JOIV: International Journal on Informatics Visualization, 2023 - joiv.org
This paper presents a detailed analysis of the linguistic characteristics connected to specific
levels of suicide risks, providing insight into the impact of the feature extraction techniques …
levels of suicide risks, providing insight into the impact of the feature extraction techniques …
[HTML][HTML] Contributions of health technologies in risk assessment for suicide behavior: an integrative review
DM Rocha, AKCB Cavalcante, AC Oliveira… - Revista Brasileira de …, 2021 - SciELO Brasil
Objective: to identify how health technologies contribute to risk assessment for suicidal
behavior. Methods: an integrative review carried out on the MEDLINE, CINAHL, Web of …
behavior. Methods: an integrative review carried out on the MEDLINE, CINAHL, Web of …
Social Media as a Predictor of Resilience Development and Coping Abilities/Styles–A Quantitative Analysis
B Breen - 2024 - search.proquest.com
This research focused on the use of social media and the relationship between the
development of resilience and coping during the late adolescent/early adulthood years …
development of resilience and coping during the late adolescent/early adulthood years …
DETECCIÓN DEL RIESGO DE SUICIDIO A TRAVÉS DE LAS REDES SOCIALES Estudio piloto.
S Arilla-Andrés, C García-Martínez… - TECHNO …, 2022 - search.ebscohost.com
Suicide is a devastating problem, 800,000 people end their lives each year. Suicide
prevention has become a primary objective, but now no sufficient preventive actions have …
prevention has become a primary objective, but now no sufficient preventive actions have …
[PDF][PDF] The language of suicide
D Lester - The end of suicidology continued: David Lester 2 An …, 2021 - researchgate.net
Suicidologists5 have given much thought to the definition of suicidal behavior. The Centers
for Disease Control convened a workgroup which published Operational Criteria for the …
for Disease Control convened a workgroup which published Operational Criteria for the …