View in EDS

Explainable Text-Based Depression and Suicide Risk Prediction from Social Media Using Deep Learning and Graph Neural Networks.

Saved in:
Bibliographic Details
Title: Explainable Text-Based Depression and Suicide Risk Prediction from Social Media Using Deep Learning and Graph Neural Networks.
Authors: Rehman AU; Department of Computer Science, CECOS University of IT and Emerging Sciences, Peshawar 25100, Pakistan., Iqbal A; Department of Computer Engineering, College of Computer Sciences and Information Technology, King Faisal University, Al-Ahsa 31982, Saudi Arabia., Sayyed A; Department of Computer Science, FAST National University of Computer & Emerging Sciences, Peshawar 25100, Pakistan., Aslam Z; Department of Computer Science, CECOS University of IT and Emerging Sciences, Peshawar 25100, Pakistan., Mohmand MI; Department of Computer Engineering, Faculty of Engineering and Natural Sciences, Istanbul Atlas University, Istanbul 34408, Turkey., Husnain G; Department of Computer Science, CECOS University of IT and Emerging Sciences, Peshawar 25100, Pakistan.
Source: Healthcare (Basel, Switzerland) [Healthcare (Basel)] 2026 May 22; Vol. 14 (11). Date of Electronic Publication: 2026 May 22.
Publication Type: Journal Article
Journal Info: Publisher: MDPI AG Country of Publication: Switzerland NLM ID: 101666525 Publication Model: Electronic Cited Medium: Print ISSN: 2227-9032 (Print) Linking ISSN: 22279032 NLM ISO Abbreviation: Healthcare (Basel) Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
FullText Text:
  Availability: 0
Header DbId: mdl
DbLabel: MEDLINE Ultimate
An: 42278693
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
IllustrationInfo
Items – Name: Title
  Label: Title
  Group: Ti
  Data: Explainable Text-Based Depression and Suicide Risk Prediction from Social Media Using Deep Learning and Graph Neural Networks.
– Name: Author
  Label: Authors
  Group: Au
  Data: <searchLink fieldCode="AU" term="%22Rehman+AU%22">Rehman AU</searchLink>; Department of Computer Science, CECOS University of IT and Emerging Sciences, Peshawar 25100, Pakistan.<br /><searchLink fieldCode="AU" term="%22Iqbal+A%22">Iqbal A</searchLink>; Department of Computer Engineering, College of Computer Sciences and Information Technology, King Faisal University, Al-Ahsa 31982, Saudi Arabia.<br /><searchLink fieldCode="AU" term="%22Sayyed+A%22">Sayyed A</searchLink>; Department of Computer Science, FAST National University of Computer & Emerging Sciences, Peshawar 25100, Pakistan.<br /><searchLink fieldCode="AU" term="%22Aslam+Z%22">Aslam Z</searchLink>; Department of Computer Science, CECOS University of IT and Emerging Sciences, Peshawar 25100, Pakistan.<br /><searchLink fieldCode="AU" term="%22Mohmand+MI%22">Mohmand MI</searchLink>; Department of Computer Engineering, Faculty of Engineering and Natural Sciences, Istanbul Atlas University, Istanbul 34408, Turkey.<br /><searchLink fieldCode="AU" term="%22Husnain+G%22">Husnain G</searchLink>; Department of Computer Science, CECOS University of IT and Emerging Sciences, Peshawar 25100, Pakistan.
– Name: TitleSource
  Label: Source
  Group: Src
  Data: <searchLink fieldCode="JN" term="%22101666525%22">Healthcare (Basel, Switzerland)</searchLink> [Healthcare (Basel)] 2026 May 22; Vol. 14 (11). <i>Date of Electronic Publication: </i>2026 May 22.
– Name: TypePub
  Label: Publication Type
  Group: TypPub
  Data: Journal Article
– Name: TitleSource
  Label: Journal Info
  Group: Src
  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22MDPI+AG%22">MDPI AG </searchLink><i>Country of Publication: </i>Switzerland <i>NLM ID: </i>101666525 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Print <i>ISSN: </i>2227-9032 (Print) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2222279032%22">22279032 </searchLink><i>NLM ISO Abbreviation: </i>Healthcare (Basel) <i>Subsets: </i>PubMed not MEDLINE
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=42278693
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.3390/healthcare14111440
    Languages:
      – Code: eng
        Text: English
    Titles:
      – TitleFull: Explainable Text-Based Depression and Suicide Risk Prediction from Social Media Using Deep Learning and Graph Neural Networks.
        Type: main
  BibRelationships:
    HasContributorRelationships:
      – PersonEntity:
          Name:
            NameFull: Rehman AU
      – PersonEntity:
          Name:
            NameFull: Iqbal A
      – PersonEntity:
          Name:
            NameFull: Sayyed A
      – PersonEntity:
          Name:
            NameFull: Aslam Z
      – PersonEntity:
          Name:
            NameFull: Mohmand MI
      – PersonEntity:
          Name:
            NameFull: Husnain G
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 22
              M: 05
              Text: 2026 May 22
              Type: published
              Y: 2026
          Identifiers:
            – Type: issn-print
              Value: 2227-9032
          Numbering:
            – Type: volume
              Value: 14
            – Type: issue
              Value: 11
          Titles:
            – TitleFull: Healthcare (Basel, Switzerland)
              Type: main
ResultId 1