Research map: Addressing the Dissimulation Problem in the Assessment of Suicide Risk Using CNN-Based Voice Analysis: A Proof-of-Concept Study

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  1. Risk factors for suicidal thoughts and behaviors: A meta-analysis of 50 years of research. · Joseph C. Franklin · 2016 · 3886 citations · Cited by this paper
  2. Emotion Regulation Difficulties and Coping Strategies in Substance Use Disorders: Effects of Severity, Impulsivity, and Social Support in a Clinical Sample · 2026 · Related
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  13. Acoustical properties of speech as indicators of depression and suicidal risk · Daniel J. France · 2000 · 518 citations · Cited by this paper
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  15. Speech Emotion Recognition from Spectrograms with Deep Convolutional Neural Network · Abdul Malik Badshah · 2017 · 399 citations · Cited by this paper
  16. Autistic Features, Social Camouflaging, and Identity Formation Within a Non-Clinical College Student Population · 2026 · Related
  17. Predicting suicidal behaviours using clinical instruments: Systematic review and meta-analysis of positive predictive values for risk scales · Gregory Leigh Carter · 2017 · 368 citations · Cited by this paper
  18. Performance-Based Personality Functioning and Long-Term Outcome in Hospitalized Women with Depression: A Four-Year Follow-Up · 2026 · Related
  19. Short-term Suicide Risk After Psychiatric Hospital Discharge · Mark Olfson · 2016 · 239 citations · Cited by this paper
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  21. A Review on Speech Emotion Recognition Using Deep Learning and Attention Mechanism · Eva Lieskovská · 2021 · 227 citations · Cited by this paper
  22. Investigation of Vocal Jitter and Glottal Flow Spectrum as Possible Cues for Depression and Near-Term Suicidal Risk · A. Ozdas · 2004 · 212 citations · Cited by this paper
  23. Risk Factors Proximate to Suicide and Suicide Risk Assessment in the Context of Denied Suicide Ideation · Alan Lee Berman · 2017 · 205 citations · Cited by this paper
  24. Meta-analysis of suicide rates in the first week and the first month after psychiatric hospitalisation · D. Chung · 2019 · 195 citations · Cited by this paper
  25. Suicidal Risk Following Hospital Discharge: A Review · Alberto Maria Forte · 2019 · 154 citations · Cited by this paper
  26. A systematic literature review of speech emotion recognition approaches · Youddha Beer Singh · 2022 · 144 citations · Cited by this paper
  27. Voice Stress Analysis: A New Framework for Voice and Effort in Human Performance · Martine Van Puyvelde · 2018 · 131 citations · Cited by this paper
  28. Machine learning and the prediction of suicide in psychiatric populations: a systematic review · Alessandro Pigoni · 2024 · 130 citations · Cited by this paper
  29. Population‐based analysis of health care contacts among suicide decedents: identifying opportunities for more targeted suicide prevention strategies · Ayal Schaffer · 2016 · 122 citations · Cited by this paper
  30. Artificial intelligence and suicide prevention: A systematic review · Alban Lejeune · 2022 · 115 citations · Cited by this paper
  31. The performance of machine learning models in predicting suicidal ideation, attempts, and deaths: A meta-analysis and systematic review · Karen Kusuma · 2022 · 88 citations · Cited by this paper
  32. Risk of suicide attempt repetition after an index attempt: A systematic review and meta-analysis · Alejandro de la Torre‐Luque · 2023 · 86 citations · Cited by this paper
  33. Acoustic and language analysis of speech for suicidal ideation among US veterans · Anas Belouali · 2021 · 67 citations · Cited by this paper
  34. Diminished responses to bodily threat and blunted interoception in suicide attempters · Danielle C. DeVille · 2020 · 59 citations · Cited by this paper
  35. Role of machine learning algorithms in suicide risk prediction: a systematic review-meta analysis of clinical studies · Houriyeh Ehtemam · 2024 · 59 citations · Cited by this paper
  36. How Common is Recent Denial of Suicidal Ideation among Ideators, Attempters, and Suicide Decedents? A Literature Review · Joseph H. Obegi · 2021 · 56 citations · Cited by this paper
  37. Analysis of Vocal Tract Characteristics for Near-term Suicidal Risk Assessment · A. Ozdas · 2004 · 49 citations · Cited by this paper
  38. Suicide screening scales may not adequately predict disposition of suicidal patients from the emergency department · Samuel Mullinax · 2018 · 43 citations · Cited by this paper
  39. Variations in Suicide Risk and Risk Factors After Hospitalization for Depression in Finland, 1996-2017 · Kari I. Aaltonen · 2024 · 40 citations · Cited by this paper

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