Artificial intelligence and suicide prevention: a systematic review of machine learning investigations

RA Bernert, AM Hilberg, R Melia, JP Kim… - International journal of …, 2020 - mdpi.com
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 …

Prevalence of suicidality in major depressive disorder: a systematic review and meta-analysis of comparative studies

H Cai, XM Xie, Q Zhang, X Cui, JX Lin, K Sim… - Frontiers in …, 2021 - frontiersin.org
Background: Suicidality is common in major depressive disorder (MDD), but there has been
no systematic review published about all aspects of suicidality. This meta-analysis and …

The associations between non-suicidal self-injury and first onset suicidal thoughts and behaviors

G Kiekens, P Hasking, M Boyes, L Claes… - Journal of affective …, 2018 - Elsevier
Background Theoretical and empirical literature suggests that non-suicidal self-injury (NSSI)
is an important correlate of suicide risk. The present study was designed to evaluate:(a) …

The use of machine learning in the study of suicidal and non-suicidal self-injurious thoughts and behaviors: A systematic review

TA Burke, BA Ammerman, R Jacobucci - Journal of affective disorders, 2019 - Elsevier
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 …

Nonsuicidal self-injury thoughts and behavioural characteristics: Associations with suicidal thoughts and behaviours among community adolescents

K Robinson, JA Garisch, MS Wilson - Journal of affective disorders, 2021 - Elsevier
Background We consider whether nonsuicidal self-injury (NSSI) thoughts–in the absence of
any NSSI behaviour–are associated with suicidal thoughts and behaviours among …

[HTML][HTML] Prediction of mental health problem using annual student health survey: machine learning approach

A Baba, K Bunji - JMIR Mental Health, 2023 - mental.jmir.org
Background One of the reasons why students go to counseling is being called on based on
self-reported health survey results. However, there is no concordant standard for such calls …

How others respond to non‐suicidal self‐injury disclosure: A systematic review

Y Park, JC Mahdy… - Journal of Community & …, 2021 - Wiley Online Library
Non‐suicidal self‐injury (NSSI) is an increasing health concern. Despite the potential
benefits of disclosing the behaviour, many decide not to do so because of the fear of …

[HTML][HTML] AI enabled suicide prediction tools: a qualitative narrative review

D D'Hotman, E Loh - BMJ health & care informatics, 2020 - ncbi.nlm.nih.gov
Background: Suicide poses a significant health burden worldwide. In many cases, people at
risk of suicide do not engage with their doctor or community due to concerns about …

Anti-suicide function of nonsuicidal self-injury in female inpatient adolescents

L Kraus, M Schmid, T In-Albon - Frontiers in psychiatry, 2020 - frontiersin.org
Background There have been numerous studies investigating the relationship between
nonsuicidal self-injury (NSSI) and suicidality. On the one side, NSSI is an important risk …

Suicide among college students in psychotherapy: Individual predictors and latent classes.

JA Hayes, J Petrovich, RA Janis, Y Yang… - Journal of counseling …, 2020 - psycnet.apa.org
This study sought to identify predictors of suicidal behavior among college students who are
psychotherapy clients, as well as to determine underlying classes of clients with suicidal …