The utility of artificial intelligence in suicide risk prediction and the management of suicidal behaviors

Artificial Intelligence in Medical Practice: The Question to the Answer?

(2018) D. Douglas Miller et al.   AMERICAN JOURNAL OF MEDICINE

Predicting suicidal ideation in primary care: An approach to identify easily assessable key variables

(2018) Pascal Jordan et al.   GENERAL HOSPITAL PSYCHIATRY

Ten-year prediction of suicide death using Cox regression and machine learning in a nationwide retrospective cohort study in South Korea

(2018) Soo Beom Choi et al.   JOURNAL OF AFFECTIVE DISORDERS

Predicting suicide attempts in adolescents with longitudinal clinical data and machine learning

(2018) Colin G. Walsh et al.   JOURNAL OF CHILD PSYCHOLOGY AND PSYCHIATRY

Detecting Suicidal Ideation on Forums: Proof-of-Concept Study

(2018) Ahmet Emre Aladağ et al.   JOURNAL OF MEDICAL INTERNET RESEARCH

Suicidal Thoughts and Behaviors Among First-Year College Students: Results From the WMH-ICS Project

(2018) Philippe Mortier et al.   JOURNAL OF THE AMERICAN ACADEMY OF CHILD AND ADOLESCENT PSYCHIATRY

Extracting psychiatric stressors for suicide from social media using deep learning

(2018) Jingcheng Du et al.   BMC Medical Informatics and Decision Making

Potential use of text classification tools as signatures of suicidal behavior: A proof-of-concept study using Virginia Woolf’s personal writings

(2018) Gabriela de Ávila Berni et al.   PLoS One

Use of a Machine Learning Algorithm to Predict Individuals with Suicide Ideation in the General Population

(2018) Seunghyong Ryu et al.   Psychiatry Investigation

Tracking the Werther Effect on social media: Emotional responses to prominent suicide deaths on twitter and subsequent increases in suicide

(2018) Robert A. Fahey et al.   SOCIAL SCIENCE & MEDICINE

Classification of suicide attempters in schizophrenia using sociocultural and clinical features: A machine learning approach

(2017) Nuwan C. Hettige et al.   GENERAL HOSPITAL PSYCHIATRY

Ecological Momentary Assessment in Behavioral Research: Addressing Technological and Human Participant Challenges

(2017) Lora E Burke et al.   JOURNAL OF MEDICAL INTERNET RESEARCH

Assessing Suicide Risk and Emotional Distress in Chinese Social Media: A Text Mining and Machine Learning Study

(2017) Qijin Cheng et al.   JOURNAL OF MEDICAL INTERNET RESEARCH

Embodied Conversational Agents for the Detection and Prevention of Suicidal Behaviour: Current Applications and Open Challenges

(2017) Juan Martínez-Miranda   JOURNAL OF MEDICAL SYSTEMS

A Therapy System for Post-Traumatic Stress Disorder Using a Virtual Agent and Virtual Storytelling to Reconstruct Traumatic Memories

(2017) Myrthe L. Tielman et al.   JOURNAL OF MEDICAL SYSTEMS

Childhood trauma and suicide attempt: A meta-analysis of longitudinal studies from the last decade

(2017) Cleonice Zatti et al.   PSYCHIATRY RESEARCH

Risk factors for suicidal thoughts and behaviors: A meta-analysis of 50 years of research.

(2017) Joseph C. Franklin et al.   PSYCHOLOGICAL BULLETIN

Internet Searches for Suicide Following the Release of 13 Reasons Why

(2017) John W. Ayers et al.   JAMA Internal Medicine

Suicide Attempt as a Risk Factor for Completed Suicide: Even More Lethal Than We Knew

(2016) J. Michael Bostwick et al.   AMERICAN JOURNAL OF PSYCHIATRY

Snapchat Toxicology: Social Media and Suicide

(2016) Neeraj Chhabra et al.   ANNALS OF EMERGENCY MEDICINE

Novel Use of Natural Language Processing (NLP) to Predict Suicidal Ideation and Psychiatric Symptoms in a Text-Based Mental Health Intervention in Madrid

(2016) Benjamin L. Cook et al.   Computational and Mathematical Methods in Medicine

Association between completed suicide and environmental temperature in a Mexican population, using the Knowledge Discovery in Database approach

(2016) Verónica Fernández-Arteaga et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Usability and acceptability assessment of an empathic virtual agent to prevent major depression

(2016) A. Bresó et al.   EXPERT SYSTEMS

Data Mining of Web-Based Documents on Social Networking Sites That Included Suicide-Related Words Among Korean Adolescents

(2016) Juyoung Song et al.   JOURNAL OF ADOLESCENT HEALTH

Computerized Adaptive Test vs. decision trees: Development of a support decision system to identify suicidal behavior

(2016) D. Delgado-Gomez et al.   JOURNAL OF AFFECTIVE DISORDERS

Development and validation of a risk prediction algorithm for the recurrence of suicidal ideation among general population with low mood

(2016) Y. Liu et al.   JOURNAL OF AFFECTIVE DISORDERS

Identifying a clinical signature of suicidality among patients with mood disorders: A pilot study using a machine learning approach

(2016) Ives Cavalcante Passos et al.   JOURNAL OF AFFECTIVE DISORDERS

Suicide Risk Assessment in Hospitals

(2016) Isabelle Desjardins et al.   JOURNAL OF CLINICAL PSYCHIATRY

Predicting suicides after outpatient mental health visits in the Army Study to Assess Risk and Resilience in Servicemembers (Army STARRS)

(2016) R C Kessler et al.   MOLECULAR PSYCHIATRY

Examining Accumulated Emotional Traits in Suicide Blogs With an Emotion Topic Model

(2016) Fuji Ren et al.   IEEE Journal of Biomedical and Health Informatics

Smartphone-Based Conversational Agents and Responses to Questions About Mental Health, Interpersonal Violence, and Physical Health

(2016) Adam S. Miner et al.   JAMA Internal Medicine

Improving Prediction of Suicide and Accidental Death After Discharge From General Hospitals With Natural Language Processing

(2016) Thomas H. McCoy et al.   JAMA Psychiatry

We Feel: Mapping Emotion on Twitter

(2015) Mark E. Larsen et al.   IEEE Journal of Biomedical and Health Informatics

Predicting Suicides After Psychiatric Hospitalization in US Army Soldiers

(2015) Ronald C. Kessler et al.   JAMA Psychiatry

The molecular bases of the suicidal brain

(2014) Gustavo Turecki   NATURE REVIEWS NEUROSCIENCE

Predicting the Risk of Suicide by Analyzing the Text of Clinical Notes

(2014) Chris Poulin et al.   PLoS One

The Burden Attributable to Mental and Substance Use Disorders as Risk Factors for Suicide: Findings from the Global Burden of Disease Study 2010

(2014) Alize J. Ferrari et al.   PLoS One

Longitudinal risk profiling for suicidal thoughts and behaviours in a community cohort using decision trees

(2012) Philip J. Batterham et al.   JOURNAL OF AFFECTIVE DISORDERS

A cross-sectional investigation of the suicidal spectrum: typologies of suicidality based on ambivalence about living and dying

(2011) Stephen S. O'Connor et al.   COMPREHENSIVE PSYCHIATRY

The Scope of Nonsuicidal Self-Injury on YouTube

(2011) S. P. Lewis et al.   PEDIATRICS

Response to a relational agent by hospital patients with depressive symptoms

(2009) Timothy W. Bickmore et al.   INTERACTING WITH COMPUTERS

Classification Trees Distinguish Suicide Attempters in Major Psychiatric Disorders

(2009) J. John Mann et al.   JOURNAL OF CLINICAL PSYCHIATRY