Time for united action on depression: a Lancet–World Psychiatric Association Commission

H Herrman, V Patel, C Kieling, M Berk, C Buchweitz… - The Lancet, 2022 - thelancet.com
Executive summary “Depression is a disorder of mood, so mysteriously painful and elusive
in the way it becomes known to the self—to the mediating intellect—as to verge close to …

Suicide prediction models: a critical review of recent research with recommendations for the way forward

RC Kessler, RM Bossarte, A Luedtke… - Molecular …, 2020 - nature.com
Suicide is a leading cause of death. A substantial proportion of the people who die by
suicide come into contact with the health care system in the year before their death. This …

[HTML][HTML] Veteran and military mental health issues

C Inoue, E Shawler, CH Jordan, MJ Moore… - 2021 - europepmc.org
Veteran and Military Mental Health Issues - Abstract - Europe PMC Sign in | Create an
account https://orcid.org Europe PMC Menu About Tools Developers Help Contact us …

Meta-analysis of suicide rates in the first week and the first month after psychiatric hospitalisation

D Chung, D Hadzi-Pavlovic, M Wang, S Swaraj… - BMJ open, 2019 - bmjopen.bmj.com
Objective To assess the magnitude of suicide rates in the first week and first month
postdischarge following psychiatric hospitalisation. Design Meta-analysis of relevant English …

Columbia-Suicide Severity Rating Scale Screen Version: initial screening for suicide risk in a psychiatric emergency department

J Bjureberg, M Dahlin, A Carlborg, H Edberg… - Psychological …, 2022 - cambridge.org
Background Suicide screening is routine practice in psychiatric emergency (PE)
departments, but evidence for screening instruments is sparse. Improved identification of …

Is suicidal behaviour a stronger predictor of later suicide than suicidal ideation? A systematic review and meta-analysis

M Large, A Corderoy… - Australian & New Zealand …, 2021 - journals.sagepub.com
Objective: Suicidal ideation and suicidal behaviour are both regarded as important risk
factors for suicide, but it is usually believed that suicidal ideation is less strongly linked to …

TransformEHR: transformer-based encoder-decoder generative model to enhance prediction of disease outcomes using electronic health records

Z Yang, A Mitra, W Liu, D Berlowitz, H Yu - Nature communications, 2023 - nature.com
Deep learning transformer-based models using longitudinal electronic health records
(EHRs) have shown a great success in prediction of clinical diseases or outcomes …

Impulsivity, aggression, and suicidality relationship in adults: a systematic review and meta-analysis

FR Moore, H Doughty, T Neumann, H McClelland… - …, 2022 - thelancet.com
Background The aim of the study was to crystallize the nature of relationships between
impulsivity, aggression, and suicidality. We reviewed studies of adults with published …

Evaluation of a model to target high-risk psychiatric inpatients for an intensive postdischarge suicide prevention intervention

RC Kessler, MS Bauer, TM Bishop, RM Bossarte… - JAMA …, 2023 - jamanetwork.com
Importance The months after psychiatric hospital discharge are a time of high risk for suicide.
Intensive postdischarge case management, although potentially effective in suicide …

Risk assessment tools and data-driven approaches for predicting and preventing suicidal behavior

S Velupillai, G Hadlaczky, E Baca-Garcia… - Frontiers in …, 2019 - frontiersin.org
Risk assessment of suicidal behavior is a time-consuming but notoriously inaccurate activity
for mental health services globally. In the last 50 years a large number of tools have been …