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Machine learning and the prediction of suicide in psychiatric populations: a systematic review
Abstract Machine learning (ML) has emerged as a promising tool to enhance suicidal
prediction. However, as many large-sample studies mixed psychiatric and non-psychiatric …
prediction. However, as many large-sample studies mixed psychiatric and non-psychiatric …
[HTML][HTML] Artificial intelligence and suicide prevention: a systematic review of machine learning investigations
Suicide is a leading cause of death that defies prediction and challenges prevention efforts
worldwide. Artificial intelligence (AI) and machine learning (ML) have emerged as a means …
worldwide. Artificial intelligence (AI) and machine learning (ML) have emerged as a means …
Collaborative meta-analysis finds no evidence of a strong interaction between stress and 5-HTTLPR genotype contributing to the development of depression
RC Culverhouse, NL Saccone, AC Horton, Y Ma… - Molecular …, 2018 - nature.com
The hypothesis that the S allele of the 5-HTTLPR serotonin transporter promoter region is
associated with increased risk of depression, but only in individuals exposed to stressful …
associated with increased risk of depression, but only in individuals exposed to stressful …
The use of machine learning in the study of suicidal and non-suicidal self-injurious thoughts and behaviors: A systematic review
Background Machine learning techniques offer promise to improve suicide risk prediction. In
the current systematic review, we aimed to review the existing literature on the application of …
the current systematic review, we aimed to review the existing literature on the application of …
Substance use and suicide
L Vijayakumar, MS Kumar… - Current opinion in …, 2011 - journals.lww.com
Current Opinion in Psychiatry Log in or Register Subscribe to journalSubscribe Get new issue
alertsGet alerts Secondary Logo Journal Logo Advanced Search Toggle navigation Subscribe …
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Workplace interventions to prevent suicide: A sco** review
Objectives To map organisational interventions for workplace suicide prevention, identifying
the effects, mechanisms, moderators, implementation and economic costs, and how …
the effects, mechanisms, moderators, implementation and economic costs, and how …
Mining social networks to improve suicide prevention: A sco** review
Attention about the risks of online social networks (SNs) has been called upon reports
describing their use to express emotional distress and suicidal ideation or plans. On the …
describing their use to express emotional distress and suicidal ideation or plans. On the …
[HTML][HTML] Factores de riesgo de la conducta suicida asociados a trastornos depresivos y ansiedad
Introducción El suicidio es una de las 10 principales causas de muerte a nivel mundial. La
conducta suicida es resultado de la interrelación de factores psicopatológicos (depresión …
conducta suicida es resultado de la interrelación de factores psicopatológicos (depresión …
Sociodemographic and psychopathological risk factors in repeated suicide attempts: gender differences in a prospective study
J Monnin, E Thiemard, P Vandel, M Nicolier… - Journal of affective …, 2012 - Elsevier
BACKGROUND: The prevention of the repetition of suicide attempts is an important feature
of the care of attempters but current data fail to give actual predictors of repetition. The aim of …
of the care of attempters but current data fail to give actual predictors of repetition. The aim of …
Suicide reattempters: a systematic review
P Mendez-Bustos, V de Leon-Martinez… - Harvard Review of …, 2013 - journals.lww.com
Learning Objectives: After participating in this educational activity, the psychiatrist should be
better able to 1. Identify the characteristic features of suicide reattempters. 2. Evaluate the …
better able to 1. Identify the characteristic features of suicide reattempters. 2. Evaluate the …