Can machine learning predict PTSD symptoms from trauma narratives of children and adolescents?

Saved in:
Bibliographic Details
Title: Can machine learning predict PTSD symptoms from trauma narratives of children and adolescents?
Alternate Title: Puede el aprendizaje automático predecir los síntomas de trastorno de estrés postraumático (TEPT) a partir de narrativas del trauma en niños y adolescentes?
Authors: Giuliani, Alessandra1 (AUTHOR) ag3152@bath.ac.uk, Sharp, Tamsin1 (AUTHOR), Chideya, Yeukai2 (AUTHOR), Meiser-Stedman, Richard3 (AUTHOR), Tomlinson, Mark2,4 (AUTHOR), Halligan, Sarah L.1 (AUTHOR)
Source: European Journal of Psychotraumatology. Dec2025, Vol. 16 Issue 1, p1-12. 12p.
Database: Academic Search Ultimate
Full text is not displayed to guests.
FullText Links:
  – Type: pdflink
Text:
  Availability: 1
Header DbId: asn
DbLabel: Academic Search Ultimate
An: 190511789
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
IllustrationInfo
Items – Name: Title
  Label: Title
  Group: Ti
  Data: Can machine learning predict PTSD symptoms from trauma narratives of children and adolescents?
– Name: TitleAlt
  Label: Alternate Title
  Group: TiAlt
  Data: Puede el aprendizaje automático predecir los síntomas de trastorno de estrés postraumático (TEPT) a partir de narrativas del trauma en niños y adolescentes?
– Name: Author
  Label: Authors
  Group: Au
  Data: <searchLink fieldCode="AR" term="%22Giuliani%2C+Alessandra%22">Giuliani, Alessandra</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> ag3152@bath.ac.uk</i><br /><searchLink fieldCode="AR" term="%22Sharp%2C+Tamsin%22">Sharp, Tamsin</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Chideya%2C+Yeukai%22">Chideya, Yeukai</searchLink><relatesTo>2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Meiser-Stedman%2C+Richard%22">Meiser-Stedman, Richard</searchLink><relatesTo>3</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Tomlinson%2C+Mark%22">Tomlinson, Mark</searchLink><relatesTo>2,4</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Halligan%2C+Sarah+L%2E%22">Halligan, Sarah L.</searchLink><relatesTo>1</relatesTo> (AUTHOR)
– Name: TitleSource
  Label: Source
  Group: Src
  Data: <searchLink fieldCode="JN" term="%22European+Journal+of+Psychotraumatology%22">European Journal of Psychotraumatology</searchLink>. Dec2025, Vol. 16 Issue 1, p1-12. 12p.
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=190511789
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.1080/20008066.2025.2589709
    Languages:
      – Code: eng
        Text: English
    PhysicalDescription:
      Pagination:
        PageCount: 12
        StartPage: 1
    Titles:
      – TitleFull: Can machine learning predict PTSD symptoms from trauma narratives of children and adolescents?
        Type: main
  BibRelationships:
    HasContributorRelationships:
      – PersonEntity:
          Name:
            NameFull: Giuliani, Alessandra
      – PersonEntity:
          Name:
            NameFull: Sharp, Tamsin
      – PersonEntity:
          Name:
            NameFull: Chideya, Yeukai
      – PersonEntity:
          Name:
            NameFull: Meiser-Stedman, Richard
      – PersonEntity:
          Name:
            NameFull: Tomlinson, Mark
      – PersonEntity:
          Name:
            NameFull: Halligan, Sarah L.
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 01
              M: 12
              Text: Dec2025
              Type: published
              Y: 2025
          Identifiers:
            – Type: issn-print
              Value: 20008066
          Numbering:
            – Type: volume
              Value: 16
            – Type: issue
              Value: 1
          Titles:
            – TitleFull: European Journal of Psychotraumatology
              Type: main
ResultId 1