Suicide and suicide risk

G Turecki, DA Brent, D Gunnell, RC O'Connor… - Nature reviews Disease …, 2019 - nature.com
Although recent years have seen large decreases in the overall global rate of suicide
fatalities, this trend is not reflected everywhere. Suicide and suicidal behaviour continue to …

High-performance medicine: the convergence of human and artificial intelligence

EJ Topol - Nature medicine, 2019 - nature.com
The use of artificial intelligence, and the deep-learning subtype in particular, has been
enabled by the use of labeled big data, along with markedly enhanced computing power …

[HTML][HTML] Suicidal ideation and behaviors among high school students—youth risk behavior survey, United States, 2019

AZ Ivey-Stephenson - MMWR supplements, 2020 - cdc.gov
Suicide is the second leading cause of death among high school-aged youths 14–18 years
after unintentional injuries. This report summarizes data regarding suicidal ideation (ie …

Suicide behaviors during the COVID-19 pandemic: a meta-analysis of 54 studies

JP Dubé, MM Smith, SB Sherry, PL Hewitt… - Psychiatry research, 2021 - Elsevier
COVID-19, and efforts to mitigate its spread, are creating extensive mental health problems.
Experts have speculated the mental, economic, behavioral, and psychosocial problems …

Association of physician burnout with suicidal ideation and medical errors

NK Menon, TD Shanafelt, CA Sinsky, M Linzer… - JAMA network …, 2020 - jamanetwork.com
Importance Addressing physician suicide requires understanding its association with
possible risk factors such as burnout and depression. Objective To assess the association …

Think locally, act globally: Federated learning with local and global representations

PP Liang, T Liu, L Ziyin, NB Allen, RP Auerbach… - arXiv preprint arXiv …, 2020 - arxiv.org
Federated learning is a method of training models on private data distributed over multiple
devices. To keep device data private, the global model is trained by only communicating …

Interventions for suicide and self-injury: A meta-analysis of randomized controlled trials across nearly 50 years of research.

KR Fox, X Huang, EM Guzmán, KM Funsch… - Psychological …, 2020 - psycnet.apa.org
Self-injurious thoughts and behaviors (SITBs) are major public health concerns impacting a
wide range of individuals and communities. Despite major efforts to develop and refine …

Beyond human expertise: the promise and limitations of ChatGPT in suicide risk assessment

Z Elyoseph, I Levkovich - Frontiers in psychiatry, 2023 - frontiersin.org
ChatGPT, an artificial intelligence language model developed by OpenAI, holds the potential
for contributing to the field of mental health. Nevertheless, although ChatGPT theoretically …

Loneliness as a predictor of suicidal ideation and behaviour: a systematic review and meta-analysis of prospective studies

H McClelland, JJ Evans, R Nowland… - Journal of affective …, 2020 - Elsevier
Background Suicide and suicidal behaviour are global health concerns with complex
aetiologies. Given the recent research and policy focus on loneliness, this systematic review …

The interpersonal theory of suicide: A systematic review and meta-analysis of a decade of cross-national research.

C Chu, JM Buchman-Schmitt, IH Stanley… - Psychological …, 2017 - psycnet.apa.org
Over the past decade, the interpersonal theory of suicide has contributed to substantial
advances in the scientific and clinical understanding of suicide and related conditions. The …