Suicide, attempted - Open Access .click

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Salvaging Forbidden Treasure in Medical Data: Utilizing Surrogate Outcomes and Single Records for Rare Event Modeling [PDF]

arXiv
The vast repositories of Electronic Health Records (EHR) and medical claims hold untapped potential for studying rare but critical events, such as suicide attempt. Conventional setups often model suicide attempt as a univariate outcome and also exclude any ``single-record'' patients with a single documented encounter due to a lack of historical ...
arxiv

Emergency department visits for attempted suicide and self harm in the USA: 2006–2013

Epidemiology and Psychiatric Sciences, 2016
J. Canner +4 more
semanticscholar +1 more source

Non-Invasive Suicide Risk Prediction Through Speech Analysis [PDF]

arXiv
The delayed access to specialized psychiatric assessments and care for patients at risk of suicidal tendencies in emergency departments creates a notable gap in timely intervention, hindering the provision of adequate mental health support during critical situations.
arxiv

Deep Learning and Large Language Models for Audio and Text Analysis in Predicting Suicidal Acts in Chinese Psychological Support Hotlines [PDF]

arXiv
Suicide is a pressing global issue, demanding urgent and effective preventive interventions. Among the various strategies in place, psychological support hotlines had proved as a potent intervention method. Approximately two million people in China attempt suicide annually, with many individuals making multiple attempts.
arxiv

Attempted Suicide [PDF]