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Publication:
Detection of suicidal ideation with machine learning using biopsychosocial and linguistic correlates

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dc.contributor.advisorEser, Hale Yapıcı
dc.contributor.kuauthorBallı, Muhammed
dc.contributor.programNeuroscience
dc.contributor.refereeAvcı, Murat
dc.contributor.refereeKoçak, Emine Eren
dc.contributor.refereeVural, Atay
dc.contributor.refereeGürsoy, Beren Semiz
dc.contributor.schoolcollegeinstituteGRADUATE SCHOOL OF HEALTH SCIENCES
dc.coverage.spatialİstanbul
dc.date.accessioned2026-09-10T10:13:10Z
dc.date.issued2025
dc.description.fulltextYes
dc.format.extentxiii, 137 leaves :; tables ;; 30 cm.
dc.identifier.embargoNo
dc.identifier.endpage150
dc.identifier.filenameinventorynoD_2025_068_GSHS
dc.identifier.urihttps://hdl.handle.net/20.500.14288/35202
dc.identifier.yoktezid978174
dc.identifier.yoktezlinkhttps://tez.yok.gov.tr/UlusalTezMerkezi/TezGoster?key=V-oEQd0LkkqRGCXNzJWCTYbBvLtH15doBthXB458UeldwBZSzIQXh8KAbAdHtNyY
dc.keywordsSuicidal ideation, Suicide, Machine learning, Natural language processing, Biopsychosocial model, Psychiatry
dc.keywordsAnahtar kelimeler: İntihar düşüncesi, İntihar davranışı, Makine öğrenmesi, Doğal dil işleme, Biyopsikososyal model, Psikiyatri.;
dc.languageeng
dc.publisherKoç University
dc.relation.collectionKoç University Theses & Dissertations Collection
dc.rightsrestrictedAccess
dc.rights.copyrightsnote© All Rights Reserved. Accessible to Koç University Affiliated Users Only!
dc.subjectSuicide
dc.subjectSuicidal behavior
dc.subjectSuicide, Risk factors
dc.subjectSuicidal behavior, Diagnosis
dc.subjectSuicidal behavior, Treatment
dc.subjectSuicide, Prevention
dc.subjectMachine Learning
dc.subjectNatural Language Processing
dc.subjectBiopsychosocial Model
dc.subjectPsychiatry
dc.subjectSuicide, prevention & control
dc.subjectSuicide, psychology
dc.subjectRisk Assessment, methods
dc.subjectMental Disorders, complications
dc.titleDetection of suicidal ideation with machine learning using biopsychosocial and linguistic correlates
dc.typeThesis
dspace.entity.typePublication
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