Research map: Machine Learning Prediction of First Suicide Attempts in Early Adolescence Among Child Ideators

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Papers in this map

  1. The interpersonal theory of suicide. · Kimberly A. Van Orden · 2010 · 5315 citations · Cited by this paper
  2. Scaling Up Evidence-Based Treatments: An Analysis of 25,000 Sessions of Trauma-Focused Cognitive Behavioral Therapy (TF-CBT) in Routine Care · 2026 · Related
  3. TRIPOD+AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods · Professor Gary S. Collins · 2024 · 3668 citations · Cited by this paper
  4. Upward Bound · 2026 · Related
  5. Suicide and suicidal behaviour · Gustavo Turecki · 2015 · 2343 citations · Cited by this paper
  6. Kelebekler (“Butterflies”) · 2026 · Related
  7. The Three-Step Theory (3ST): A New Theory of Suicide Rooted in the “Ideation-to-Action” Framework · Elisha David Klonsky · 2015 · 1813 citations · Cited by this paper
  8. The HEALthy Brain and Child Development Study: Uncovering Root Causes of Chronic Mental and Physical Illness · 2026 · Related
  9. Prevalence, Correlates, and Treatment of Lifetime Suicidal Behavior Among Adolescents · Matthew K. Nock · 2013 · 1685 citations · Cited by this paper
  10. Finding Our Safe Spaces · 2026 · Related
  11. The conception of the ABCD study: From substance use to a broad NIH collaboration · Nora D. Volkow · 2017 · 1065 citations · Cited by this paper
  12. Understanding Protective Factors That Impact Adolescent Suicidal Behaviors Across Race/Ethnicity and Sex · 2026 · Related
  13. A consensus guide to capturing the ability to inhibit actions and impulsive behaviors in the stop-signal task · Frederick Verbruggen · 2019 · 1044 citations · Cited by this paper
  14. Translating Evidence Into Practice: Using the Open-Access Evidence-Based Intervention Database for Attention-Deficit/Hyperactivity Disorder (EBI-ADHD) Platform to Support Shared Decision-Making · 2026 · Related
  15. Cross-National Analysis of the Associations among Mental Disorders and Suicidal Behavior: Findings from the WHO World Mental Health Surveys · Matthew K. Nock · 2009 · 928 citations · Cited by this paper
  16. Bad Influence: The Dark Side of Kidfluencing · 2026 · Related
  17. Predictors of future suicide attempt among adolescents with suicidal thoughts or non-suicidal self-harm: a population-based birth cohort study · Becky Mars · 2019 · 575 citations · Cited by this paper
  18. A Doubly Robust Machine Learning Procedure to Estimate Disparities by Race/Ethnicity and Sex in the Relationship Between Adverse Childhood Experiences and Suicidality · 2026 · Related
  19. Prediction Models for Suicide Attempts and Deaths · Bradley E. Belsher · 2019 · 549 citations · Cited by this paper
  20. Negative affect influences suicide-specific attentional biases · 2024 · Related
  21. The promise of machine learning in predicting treatment outcomes in psychiatry · Adam Mourad Chekroud · 2021 · 541 citations · Cited by this paper
  22. Predicting Suicides After Psychiatric Hospitalization in US Army Soldiers · Ronald C. Kessler · 2014 · 459 citations · Cited by this paper
  23. Predicting Suicide Attempts and Suicide Deaths Following Outpatient Visits Using Electronic Health Records · Gregory E. Simon · 2018 · 415 citations · Cited by this paper
  24. Imaging suicidal thoughts and behaviors: a comprehensive review of 2 decades of neuroimaging studies · Lianne Schmaal · 2019 · 386 citations · Cited by this paper
  25. Permutation Tests for Classification: Towards Statistical Significance in Image-Based Studies · Polina Golland · 2003 · 351 citations · Cited by this paper
  26. A description of the ABCD organizational structure and communication framework · Allison Auchter · 2018 · 293 citations · Cited by this paper
  27. Development of Three Web-Based Computerized Versions of the Kiddie Schedule for Affective Disorders and Schizophrenia Child Psychiatric Diagnostic Interview: Preliminary Validity Data · Lisa D. Townsend · 2019 · 286 citations · Cited by this paper
  28. Predicting suicide attempts in adolescents with longitudinal clinical data and machine learning · Colin G. Walsh · 2018 · 273 citations · Cited by this paper
  29. Estimating the Risk of Attempted Suicide Among Sexual Minority Youths · Ester di Giacomo · 2018 · 257 citations · Cited by this paper
  30. Teasdale’s differential activation hypothesis: implications for mechanisms of depressive relapse and suicidal behaviour · Mark A. Lau · 2004 · 234 citations · Cited by this paper
  31. Structural brain alterations in patients with major depressive disorder and high risk for suicide: Evidence for a distinct neurobiological entity? · Gerd Wagner · 2010 · 233 citations · Cited by this paper
  32. Impulsivity in the self-harm and suicidal behavior of young people: A systematic review and meta-analysis · Catherine M. McHugh · 2019 · 224 citations · Cited by this paper
  33. The use of machine learning in the study of suicidal and non-suicidal self-injurious thoughts and behaviors: A systematic review · Taylor A. Burke · 2018 · 218 citations · Cited by this paper
  34. Neural Correlates Associated With Suicide and Nonsuicidal Self-injury in Youth · Randy Patrick Auerbach · 2020 · 209 citations · Cited by this paper
  35. The acquired capability for suicide: A comparison of suicide attempters, suicide ideators, and non-suicidal controls · Phillip N. Smith · 2010 · 203 citations · Cited by this paper
  36. Risk factors for the transition from suicide ideation to suicide attempt: Results from the Army Study to Assess Risk and Resilience in Servicemembers (Army STARRS). · Matthew K. Nock · 2018 · 199 citations · Cited by this paper
  37. What distinguishes adolescents with suicidal thoughts from those who have attempted suicide? A population‐based birth cohort study · Becky Mars · 2018 · 195 citations · Cited by this paper
  38. Systematic Review and Meta-analysis: International Prevalence of Suicidal Ideation and Attempt in Youth · Anna Van Meter · 2022 · 194 citations · Cited by this paper
  39. Characteristics of suicidal ideation that predict the transition to future suicide attempts in adolescents · Regina Miranda · 2014 · 180 citations · Cited by this paper

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