Factors Associated with Suicide Attempts and Suicides in the General Population of Andalusia (Spain) [PDF]
Discrepant results have been published by studies comparing deaths by suicide with attempted suicides. This study aimed to determine factors associated with suicides and attempted suicides in Andalusia (Spain) between 2007 and 2013, comparing sex, age,
García Caro, María Paz+5 more
core +3 more sources
Learning Models for Suicide Prediction from Social Media Posts [PDF]
We propose a deep learning architecture and test three other machine learning models to automatically detect individuals that will attempt suicide within (1) 30 days and (2) six months, using their social media post data provided in the CLPsych 2021 shared task.
arxiv
Reward signals, attempted suicide, and impulsivity in late-life depression.
IMPORTANCE—Suicide can be viewed as an escape from unendurable punishment at the cost of any future rewards. Could faulty estimation of these outcomes predispose to suicidal behavior?
A. Dombrovski+4 more
semanticscholar +1 more source
Suicidal Ideation Detection: A Review of Machine Learning Methods and Applications [PDF]
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 methods include clinical methods based on the interaction between social workers or experts and the targeted individuals and machine learning techniques with feature engineering
arxiv +1 more source
Although attempted suicide and non-suicidal self-injury (NSSI) are distinct behaviors differing in intent, form, and function, the behaviors co-occur at a high rate in both adults and adolescents.
Margaret S Andover+3 more
semanticscholar +1 more source
Leveraging Contextual Relatedness to Identify Suicide Documentation in Clinical Notes through Zero Shot Learning [PDF]
Identifying suicidality including suicidal ideation, attempts, and risk factors in electronic health record data in clinical notes is difficult. A major difficulty is the lack of training samples given the small number of true positive instances among the increasingly large number of patients being screened.
arxiv
Social emotion recognition, social functioning, and attempted suicide in late-life depression.
OBJECTIVES : Lack of feeling connected and poor social problem solving have been described in suicide attempters. However, cognitive substrates of this apparent social impairment in suicide attempters remain unknown.
K. Szanto+6 more
semanticscholar +1 more source
Little is known about the longitudinal relationship of hopelessness to attempted suicide in psychotic disorders. This study addresses this gap by assessing hopelessness and attempted suicide at multiple time-points over 10 years in a first-admission ...
E. David Klonsky+4 more
semanticscholar +1 more source
Prevalence of deliberate self harm and attempted suicide within contemporary Goth youth subculture: longitudinal cohort study [PDF]
<b>Objective</b> To investigate whether deliberate self harm is associated with contemporary Goth youth subculture. <b>Design</b> Longitudinal cohort study.
Sweeting, H., West, P., Young, R.
core +2 more sources
Distinguishing prisoners who think about suicide from those who attempt suicide [PDF]
Background: Many people who consider suicide do not translate these intentions into action. Although prisoners constitute a particularly high-risk group for suicide, little is known about the factors that distinguish those who think about suicide from ...
Favril, Louis, O'Connor, Rory C.
core +1 more source