[HTML][HTML] A machine learning approach predicts future risk to suicidal ideation from social media data

A Roy, K Nikolitch, R McGinn, S Jinah, W Klement… - NPJ digital …, 2020 - nature.com
Abstract Machine learning analysis of social media data represents a promising way to
capture longitudinal environmental influences contributing to individual risk for suicidal …

Suicidal ideation among Bangladeshi university students early during the COVID-19 pandemic: Prevalence estimates and correlates

R Tasnim, MS Islam, MSH Sujan, MT Sikder… - Children and youth …, 2020 - Elsevier
Lockdown, social isolation, and interruption of daily life during the COVID-19 period have
impacted many lives. University students are particularly vulnerable to such disruptions and …

[图书][B] Crise suicida: avaliação e manejo

NJ Botega - 2022 - books.google.com
Como nossas atitudes em relação ao suicídio interferem na prática clínica? Quais
características pessoais e circunstâncias mais se associam ao suicídio? Como estimar o …

Prevalence, correlates, and treatment of lifetime suicidal behavior among adolescents: results from the National Comorbidity Survey Replication Adolescent …

MK Nock, JG Green, I Hwang, KA McLaughlin… - JAMA …, 2013 - jamanetwork.com
Context Although suicide is the third leading cause of death among US adolescents, little is
known about the prevalence, correlates, or treatment of its immediate precursors, adolescent …

Suicidal thoughts and behaviors among first-year college students: results from the WMH-ICS project

P Mortier, RP Auerbach, J Alonso, J Bantjes… - Journal of the American …, 2018 - Elsevier
Objective College entrance may be a strategically well-placed “point of capture” for detecting
late adolescents with suicidal thoughts and behaviors (STB). However, a clear …

Prevalence and family-related factors associated with suicidal ideation, suicide attempts, and self-injury in children aged 9 to 10 years

DC DeVille, D Whalen, FJ Breslin, AS Morris… - JAMA network …, 2020 - jamanetwork.com
Importance Although suicide is a leading cause of death for children in the United States,
and the rate of suicide in childhood has steadily increased, little is known about suicidal …

Network structure of depression and anxiety symptoms in Chinese female nursing students

L Ren, Y Wang, L Wu, Z Wei, LB Cui, X Wei, X Hu… - BMC psychiatry, 2021 - Springer
Background Comorbidity between depressive and anxiety disorders is common. From
network perspective, mental disorders arise from direct interactions between symptoms and …

Suicide, self-harm and suicidal ideation during COVID-19: A systematic review

S Farooq, J Tunmore, MW Ali, M Ayub - Psychiatry research, 2021 - Elsevier
We aimed to do a systematic review and meta-analysis of studies describing suicidal
ideation, suicide attempts and suicide and associated risk factors during COVID-19 …

[HTML][HTML] A brain-centric model of suicidal behavior

JJ Mann, MM Rizk - American journal of psychiatry, 2020 - Am Psychiatric Assoc
The suicide death toll is alarmingly high, outnumbering deaths from war and homicide
worldwide (1). Many factors contribute to suicide death, making it difficult to prevent because …

Predicting suicidal behavior from longitudinal electronic health records

Y Barak-Corren, VM Castro, S Javitt… - American journal of …, 2017 - Am Psychiatric Assoc
Objective: The purpose of this article was to determine whether longitudinal historical data,
commonly available in electronic health record (EHR) systems, can be used to predict …