The use of advanced technology and statistical methods to predict and prevent suicide
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 …
meta-analyses, the ability to predict and prevent suicidal thoughts and behaviours is weaker …
Application of natural language processing (NLP) in detecting and preventing suicide ideation: a systematic review
A Arowosegbe, T Oyelade - International Journal of Environmental …, 2023 - mdpi.com
(1) Introduction: Around a million people are reported to die by suicide every year, and due
to the stigma associated with the nature of the death, this figure is usually assumed to be an …
to the stigma associated with the nature of the death, this figure is usually assumed to be an …
Artificial Intelligence-based Suicide Prevention and Prediction: A Systematic Review (2019-2023)
Suicide is a major global public health concern, and the application of artificial intelligence
(AI) methods, such as natural language processing (NLP), machine learning (ML), and deep …
(AI) methods, such as natural language processing (NLP), machine learning (ML), and deep …
Pregnancy-associated Homicide and suicide: an analysis of the National violent death reporting system, 2008–2019
AM Modest, LC Prater, NT Joseph - Obstetrics & Gynecology, 2022 - journals.lww.com
OBJECTIVE: To analyze differences in the demographic and social factors associated with
pregnancy-associated violent deaths due to homicide compared with suicide by pregnancy …
pregnancy-associated violent deaths due to homicide compared with suicide by pregnancy …
Identifying latent themes in suicide among black and white adolescents and young adults using the National Violent Death Reporting System, 2013–2019
Suicide rates for adolescents and young adults (AYA) have risen dramatically in recent
years–by almost 60% for Americans aged 10–24 years between 2007 and 2018. This …
years–by almost 60% for Americans aged 10–24 years between 2007 and 2018. This …
[HTML][HTML] Factors associated with suicide/self-inflicted injuries among women aged 18–65 years in the United States: A 13-year retrospective analysis of the National …
Background Suicide is a significant cause of mortality in the United States, accounting for
14.5 deaths/100,000. Although there are data on gender disparity in suicide/self-inflicted …
14.5 deaths/100,000. Although there are data on gender disparity in suicide/self-inflicted …
Characterizing female firearm suicide circumstances: a natural language processing and machine learning approach
Introduction Since 2005, female firearm suicide rates increased by 34%, outpacing the rise
in male firearm suicide rates over the same period. The objective of this study was to …
in male firearm suicide rates over the same period. The objective of this study was to …
Personal circumstances preceding firearm suicide death among Black adults in the United States
EV Goldstein - Journal of Racial and Ethnic Health Disparities, 2024 - Springer
Despite an alarming rise in firearm suicide rates within Black communities, there has been
little research on the contributors that precede firearm suicide deaths among Black adults …
little research on the contributors that precede firearm suicide deaths among Black adults …
Childhood factors associated with unnatural death through midadulthood
Importance Life expectancy is decreasing in the US. Without national efforts to address
factors that support policies and programs directed at children living in areas of concentrated …
factors that support policies and programs directed at children living in areas of concentrated …
Critical gaps in understanding firearm suicide in Hispanic communities: demographics, mental health, and access to care
EV Goldstein, F Brenes, FA Wilson - Health affairs scholar, 2023 - academic.oup.com
Abstract Suicide rates increased by 26.7% among Hispanics from 2015 to 2020, driven at
least in part by highly lethal firearm suicide deaths. However, there are critical gaps in …
least in part by highly lethal firearm suicide deaths. However, there are critical gaps in …