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4 articles related to "Suicide Prediction"

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Articles

Perspective

Published on 03 Aug 2021

Applying Machine Learning Approaches to Suicide Prediction Using Healthcare Data: Overview and Future Directions

in Mood Disorders

Edwin D. Boudreaux
Elke Rundensteiner
Feifan Liu
Bo Wang
Celine Larkin
Emmanuel Agu
Samiran Ghosh
Joshua Semeter
Gregory Simon
Rachel E. Davis-Martin

Frontiers in Psychiatry

doi 10.3389/fpsyt.2021.707916

17,561 views
75 citations

Systematic Review

Published on 02 Aug 2022

Structured data vs. unstructured data in machine learning prediction models for suicidal behaviors: A systematic review and meta-analysis

in Digital Mental Health

Danielle Hopkins
Debra J. Rickwood
David J. Hallford
Clare Watsford

Frontiers in Digital Health

doi 10.3389/fdgth.2022.945006

10,947 views
25 citations

Conceptual Analysis

Published on 24 Mar 2021

Crisis Concept Re-loaded?—The Recently Described Suicide-Specific Syndromes May Help to Better Understand Suicidal Behavior and Assess Imminent Suicide Risk More Effectively

in Psychopathology

Viktor Voros
Tamas Tenyi
Agnes Nagy
Sandor Fekete
Peter Osvath

Frontiers in Psychiatry

doi 10.3389/fpsyt.2021.598923

9,458 views
25 citations

Original Research

Published on 02 May 2025

Developing a suicide risk prediction model for hospitalized adolescents with depression in China

in Adolescent and Young Adult Psychiatry

Juan Zhao
Ying Li
Yangjie Chen
Ahmad Naqib Shuid

Frontiers in Psychiatry

doi 10.3389/fpsyt.2025.1532828

3,613 views
1 citation