Identification of imminent suicide risk among young adults using text messages
Suicide is the second leading cause of death among young adults but the challenges of
preventing suicide are significant because the signs often seem invisible. Research has …
preventing suicide are significant because the signs often seem invisible. Research has …
Can text messages identify suicide risk in real time? A within-subjects pilot examination of temporally sensitive markers of suicide risk
Objective tools to assess suicide risk are needed to determine when someone is at imminent
risk. In this pilot laboratory investigation, we used a within-subjects design to identify …
risk. In this pilot laboratory investigation, we used a within-subjects design to identify …
Adolescent suicidal risk assessment in clinician-patient interaction
V Venek, S Scherer, LP Morency… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Youth suicide is a major public health problem. It is the third leading cause of death in the
United States for ages 13 through 18. Many adolescents that face suicidal thoughts or make …
United States for ages 13 through 18. Many adolescents that face suicidal thoughts or make …
A critical review of text mining applications for suicide research
Abstract Purpose of Review Applying text mining to suicide research holds a great deal of
promise. In this manuscript, literature from 2019 to 2021 is critically reviewed for text mining …
promise. In this manuscript, literature from 2019 to 2021 is critically reviewed for text mining …
Towards suicide ideation detection through online conversational context
Social media enable users to share their feelings and emotional struggles. They also offer
an opportunity to provide community support to suicidal users. Recent studies on suicide risk …
an opportunity to provide community support to suicidal users. Recent studies on suicide risk …
Discovering shifts to suicidal ideation from mental health content in social media
History of mental illness is a major factor behind suicide risk and ideation. However research
efforts toward characterizing and forecasting this risk is limited due to the paucity of …
efforts toward characterizing and forecasting this risk is limited due to the paucity of …
Automatic extraction of informal topics from online suicidal ideation
RN Grant, D Kucher, AM León, JF Gemmell… - BMC …, 2018 - Springer
Background Suicide is an alarming public health problem accounting for a considerable
number of deaths each year worldwide. Many more individuals contemplate suicide …
number of deaths each year worldwide. Many more individuals contemplate suicide …
SIMON: a digital protocol to monitor and predict suicidal ideation
Each year, more than 800,000 persons die by suicide, making it a leading cause of death
worldwide. Recent innovations in information and communication technology may offer new …
worldwide. Recent innovations in information and communication technology may offer new …
[HTML][HTML] Proactive suicide prevention online (PSPO): machine identification and crisis management for Chinese social media users with suicidal thoughts and …
Background Suicide is a great public health challenge. Two hundred million people attempt
suicide in China annually. Existing suicide prevention programs require the help-seeking …
suicide in China annually. Existing suicide prevention programs require the help-seeking …
A machine learning approach for analyzing and predicting suicidal thoughts and behaviors
F Faisal, MM Nishat, KR Raihan… - … on Ubiquitous and …, 2023 - ieeexplore.ieee.org
Suicide is a significant public health concern, and there is growing interest in using machine
learning techniques to identify people who are at a high risk of committing suicide. In this …
learning techniques to identify people who are at a high risk of committing suicide. In this …