Identification of imminent suicide risk among young adults using text messages

AL Nobles, JJ Glenn, K Kowsari… - Proceedings of the …, 2018 - dl.acm.org
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 …

Can text messages identify suicide risk in real time? A within-subjects pilot examination of temporally sensitive markers of suicide risk

JJ Glenn, AL Nobles, LE Barnes… - Clinical Psychological …, 2020 - journals.sagepub.com
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 …

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 …

A critical review of text mining applications for suicide research

JM Boggs, JM Kafka - Current epidemiology reports, 2022 - Springer
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 …

Towards suicide ideation detection through online conversational context

R Sawhney, S Agarwal, AT Neerkaje… - Proceedings of the 45th …, 2022 - dl.acm.org
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 …

Discovering shifts to suicidal ideation from mental health content in social media

M De Choudhury, E Kiciman, M Dredze… - Proceedings of the …, 2016 - dl.acm.org
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 …

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 …

SIMON: a digital protocol to monitor and predict suicidal ideation

L Sels, S Homan, A Ries, P Santhanam… - Frontiers in …, 2021 - frontiersin.org
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 …

[HTML][HTML] Proactive suicide prevention online (PSPO): machine identification and crisis management for Chinese social media users with suicidal thoughts and …

X Liu, X Liu, J Sun, NX Yu, B Sun, Q Li, T Zhu - Journal of medical internet …, 2019 - jmir.org
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 …

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 …