Translating promise into practice: a review of machine learning in suicide research and prevention

OJ Kirtley, K van Mens, M Hoogendoorn… - The Lancet …, 2022 - thelancet.com
In ever more pressured health-care systems, technological solutions offering scalability of
care and better resource targeting are appealing. Research on machine learning as a …

The use of advanced technology and statistical methods to predict and prevent suicide

EM Kleiman, CR Glenn, RT Liu - Nature reviews psychology, 2023 - nature.com
In the past decade, two themes have emerged across suicide research. First, according to
meta-analyses, the ability to predict and prevent suicidal thoughts and behaviours is weaker …

Mapping the timescale of suicidal thinking

DDL Coppersmith, O Ryan… - Proceedings of the …, 2023 - National Acad Sciences
This study aims to identify the timescale of suicidal thinking, leveraging real-time monitoring
data and a number of different analytic approaches. Participants were 105 adults with past …

Future challenges in psychotherapy research for personality disorders

U Kramer, CF Eubanks, K Bertsch, SC Herpertz… - Current psychiatry …, 2022 - Springer
Abstract Purpose of Review Individuals with personality disorders are frequently seen in
mental health settings. Their symptoms typically reflect a high level of suffering and burden …

[HTML][HTML] Development and codesign of flourish: A digital suicide prevention intervention for LGBTQ+ youth who have experienced online victimization

C Biernesser, E Win, C Escobar-Viera, R Farzan… - Internet …, 2023 - Elsevier
Background LGBTQ+ youth experience disproportionately high rates of online victimization
(OV), referring to harmful remarks, images, or behaviors in online settings, which is …

Examining state self‐criticism and self‐efficacy as factors underlying hopelessness and suicidal ideation

KH Brott, JC Veilleux - Suicide and Life‐Threatening Behavior, 2024 - Wiley Online Library
Introduction When people feel hopeless, they are more likely to think about suicide. Prior
work has shown that both hopelessness and suicidal ideation fluctuate over time; however …

[HTML][HTML] Opening the black box of daily life in nonsuicidal self-injury research: with great opportunity comes great responsibility

G Kiekens, K Robinson, R Tatnell, OJ Kirtley - JMIR mental health, 2021 - mental.jmir.org
Although nonsuicidal self-injury (NSSI)—deliberate damaging of body tissue without suicidal
intent—is a behavior that occurs in interaction with real-world contexts, studying NSSI in the …

Intervening on high-risk responses during ecological momentary assessment of suicidal thoughts: Is there an effect on study data?

KH Bentley, AJ Millner, A Bear, L Follet… - Psychological …, 2024 - psycnet.apa.org
Ecological momentary assessment (EMA) is increasingly used to study suicidal thoughts
and behaviors (STBs). There is a potential ethical obligation for researchers to intervene …

[HTML][HTML] From computation to clinic

SW Yip, DM Barch, HW Chase, S Flagel… - … Psychiatry Global Open …, 2023 - Elsevier
Abstract Theory-driven and data-driven computational approaches to psychiatry have
enormous potential for elucidating mechanism of disease and providing translational …

Geographic Variation, Economic Activity, and Labor Market Characteristics in Trajectories of Suicide in the United States, 2008–2020

KM Keyes, S Kandula, G Martinez-Ales… - American journal of …, 2024 - academic.oup.com
Suicide rates in the United States have increased over the past 15 years, with substantial
geographic variation in these increases; yet there have been few attempts to cluster counties …