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A Machine Learning Approach to Identifying Changes in Suicidal Language
16 references·2 citing·46 second hop
A Machine Learning Approach to Identifying Changes in Suicidal Language (2020)A Machine Learning Approach to Identifyin…Natural Language Processing of Social Media as Screening for Suicide Risk (2018)Natural Language Processing o…Predicting Risk of Suicide Attempts Over Time Through Machine Learning (2017)Predicting Risk of Suicide At…Discovering Shifts to Suicidal Ideation from Mental Health Content in Social Media (2016)Discovering Shifts to Suicida…A review of depression and suicide risk assessment using speech analysis (2015)A review of depression and su…Predicting the Risk of Suicide by Analyzing the Text of Clinical Notes (2014)Predicting the Risk of Suicid…Prediction of Suicidal Behavior in Clinical Research by Lifetime Suicidal Ideation and Behavior Ascertained by the Electronic Columbia-Suicide Severity Rating Scale (2013)Prediction of Suicidal Behavi…Linguistic Inquiry and Word Count (LIWC) (2012)Linguistic Inquiry and Word C…The Columbia–Suicide Severity Rating Scale: Initial Validity and Internal Consistency Findings From Three Multisite Studies With Adolescents and Adults (2011)The Columbia–Suicide Severity…Columbia-Suicide Severity Rating Scale (C-SSRS) (2011)Columbia-Suicide Severity Rat…Suicide Note Classification Using Natural Language Processing: A Content Analysis (2010)Suicide Note Classification U…The Psychological Meaning of Words: LIWC and Computerized Text Analysis Methods (2009)The Psychological Meaning of …Acoustical properties of speech as indicators of depression and suicidal risk (2000)Acoustical properties of spee…The Prediction of Suicide (1991)The Prediction of SuicidePrediction of Suicide in Psychiatric Patients (1983)Prediction of Suicide in Psyc…Assessment of suicidal intention: The Scale for Suicide Ideation. (1979)Assessment of suicidal intent…A RATING SCALE FOR DEPRESSION (1960)A RATING SCALE FOR DEPRESSIONA survey on detecting mental disorders with natural language processing: Literature review, trends and challenges (2024)A survey on detecting mental …A Feasibility Study Using a Machine Learning Suicide Risk Prediction Model Based on Open-Ended Interview Language in Adolescent Therapy Sessions (2020)A Feasibility Study Using a M…The PHQ-9 (2001)Diagnostic and Statistical Manual of Mental Disorders (2013)Diagnostic and Statistical Manual of Mental Disorders (2013)AVEC 2017 (2017)AVEC 2019 Workshop and Challenge: State-of-Mind, Detecting Depression with AI, and Cross-Cultural Affect Recognition (2019)Automated assessment of psychiatric disorders using speech: A systematic review (2020)THE BRIEF PSYCHIATRIC RATING SCALE (1962)A Self-Rating Depression Scale (1965)The measurement of pessimism: The Hopelessness Scale. 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References

  • 1960A RATING SCALE FOR DEPRESSION32,812 cited
  • 2009The Psychological Meaning of Words: LIWC and Computerized Text Analysis Methods6,078 cited
  • 2011The Columbia–Suicide Severity Rating Scale: Initial Validity and Internal Consistency Findings From Three Multisite Studies With Adolescents and Adults5,360 cited
  • 1979Assessment of suicidal intention: The Scale for Suicide Ideation.3,616 cited
  • 2012Linguistic Inquiry and Word Count (LIWC)2,215 cited
  • 2015A review of depression and suicide risk assessment using speech analysis1,007 cited
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  • 2016Discovering Shifts to Suicidal Ideation from Mental Health Content in Social Media683 cited
  • 2017Predicting Risk of Suicide Attempts Over Time Through Machine Learning571 cited
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  • 2011Columbia-Suicide Severity Rating Scale (C-SSRS)384 cited
  • 2010Suicide Note Classification Using Natural Language Processing: A Content Analysis235 cited
  • 2014Predicting the Risk of Suicide by Analyzing the Text of Clinical Notes

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168 cited
  • 2013Prediction of Suicidal Behavior in Clinical Research by Lifetime Suicidal Ideation and Behavior Ascertained by the Electronic Columbia-Suicide Severity Rating Scale152 cited
  • Cited by

    • 2020A Feasibility Study Using a Machine Learning Suicide Risk Prediction Model Based on Open-Ended Interview Language in Adolescent Therapy Sessions43 cited
    • 2024A survey on detecting mental disorders with natural language processing: Literature review, trends and challenges42 cited