AIMC Topic: Crisis Intervention
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Crisis-line workers' perspectives on AI in suicide prevention: a qualitative exploration of risk and opportunity.
BMC public health
Jul 2, 2025
BACKGROUND: Crisis support services offer crucial intervention for individuals in acute distress, providing timely access to trained volunteers whose human connection is key to the effectiveness of these services. However, there are significant dispa...
Speech based suicide risk recognition for crisis intervention hotlines using explainable multi-task learning.
Journal of affective disorders
Nov 9, 2024
BACKGROUND: Crisis Intervention Hotline can effectively reduce suicide risk, but suffer from low connectivity rates and untimely crisis response. By integrating speech signals and deep learning to assist in crisis assessment, it is expected to enhanc...
Machine Learning-Based Evaluation of Suicide Risk Assessment in Crisis Counseling Calls.
Psychiatric services (Washington, D.C.)
Jul 19, 2024
OBJECTIVE: Counselor assessment of suicide risk is one key component of crisis counseling, and standards require risk assessment in every crisis counseling conversation. Efforts to increase risk assessment frequency are limited by quality improvement...
A randomized controlled trial of suicide prevention training for primary care providers: a study protocol.
BMC medical education
Feb 14, 2019
BACKGROUND: Suicide is a national public health crisis and a critical patient safety issue. It is the 10th leading cause of death overall and the second leading cause of death among adolescents and young adults (15-34 years old). Research shows 80% o...
Randomized controlled trial of an online machine learning-driven risk assessment and intervention platform for increasing the use of crisis services.
Journal of consulting and clinical psychology
Apr 1, 2019
OBJECTIVE: Mental illness is a leading cause of disease burden; however, many barriers prevent people from seeking mental health services. Technological innovations may improve our ability to reach underserved populations by overcoming many existing ...
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