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  1. Sep 30, 2021 · We build upon cognitive network science, psycholinguistics and semantic frame theory to introduce a network representation of suicidal ideation as expressed in multiple suicide notes.

    • Andreia Sofia Teixeira, Szymon Talaga, Trevor James Swanson, Massimo Stella
    • 2021
  2. Jul 16, 2018 · Sanger and Veach 7 investigated broad interpersonal themes within a large sample of suicide notes using grounded theory analysis, finding 7 themes that included “positive relationships,” “explanations,” and “concern for others.” Suicide notes are left by approximately 15% to 38% of suicide decedents.

    • Zainab Furqan, Mark Sinyor, Ayal Schaffer, Ayal Schaffer, Ayal Schaffer, Paul Kurdyak, Juveria Zahee...
    • 10.1177/0706743718787795
    • 2019
    • Can J Psychiatry. 2019 Feb; 64(2): 98-106.
  3. May 15, 2013 · About a third of people who attempt suicide leave a note. John Pestian and others at Cincinnati Children's Hospital are merging psychology and computer analysis to see if such notes can help ...

  4. Nov 11, 2021 · For example: I will never escape the darkness or misery… The phenomenon of constrictive thoughts and language is well documented. Constrictive thinking considers the absolute...

  5. Nov 15, 2013 · To differentiate between the 15 different emotions present in the suicide notes, we experimented with lexical and semantic features, viz. bags-of-words of lemmas, part-of-speech tags and trigrams, and information from external resources that encode semantic relatedness and subjectivity.

    • Bart Desmet, VéRonique Hoste
    • 2013
  6. Feb 2, 2021 · Speech has been investigated as an objective marker to understand various mental states including suicidal ideation. In this work, we developed a machine learning and natural language processing classifier based on speech markers to screen for suicidal ideation in US veterans.

  7. Feb 2, 2021 · Screening for suicidal ideation in high-risk groups such as U.S. veterans is crucial for early detection and suicide prevention. Currently, screening is based on clinical interviews or self-report measures. Both approaches rely on subjects to disclose their suicidal thoughts.

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