Informing the study of suicidal thoughts and behaviors in distressed young adults: The use of a machine learning approach to identify neuroimaging, psychiatric, behavioral, and demographic correlates.

Oppenheimer, Caroline W; Bertocci, Michele; Greenberg, Tsafrir; Chase, Henry W; Stiffler, Richelle; Aslam, Haris A; Lockovich, Jeanette; Graur, Simona; Bebko, Genna; Phillips, Mary L

Oppenheimer, Caroline W; Bertocci, Michele; Greenberg, Tsafrir; Chase, Henry W; Stiffler, Richelle; Aslam, Haris A; Lockovich, Jeanette; Graur, Simona; Bebko, Genna; Phillips, Mary L.

Afiliação

Oppenheimer CW; University of Pittsburgh, School of Medicine, 3811 O'Hara St., Pittsburgh, PA 15213, United States. Electronic address: cao47@pitt.edu.
Bertocci M; University of Pittsburgh, School of Medicine, 3811 O'Hara St., Pittsburgh, PA 15213, United States.
Greenberg T; University of Pittsburgh, School of Medicine, 3811 O'Hara St., Pittsburgh, PA 15213, United States.
Chase HW; University of Pittsburgh, School of Medicine, 3811 O'Hara St., Pittsburgh, PA 15213, United States.
Stiffler R; University of Pittsburgh, School of Medicine, 3811 O'Hara St., Pittsburgh, PA 15213, United States.
Aslam HA; University of Pittsburgh, School of Medicine, 3811 O'Hara St., Pittsburgh, PA 15213, United States.
Lockovich J; University of Pittsburgh, School of Medicine, 3811 O'Hara St., Pittsburgh, PA 15213, United States.
Graur S; University of Pittsburgh, School of Medicine, 3811 O'Hara St., Pittsburgh, PA 15213, United States.
Bebko G; University of Pittsburgh, School of Medicine, 3811 O'Hara St., Pittsburgh, PA 15213, United States.
Phillips ML; University of Pittsburgh, School of Medicine, 3811 O'Hara St., Pittsburgh, PA 15213, United States.

Psychiatry Res Neuroimaging ; 317: 111386, 2021 11 30.

Article em En | MEDLINE | ID: mdl-34537601

Assuntos

Ideação Suicida; Tentativa de Suicídio; Adolescente; Adulto; Demografia; Neuroimagem Funcional; Humanos; Aprendizado de Máquina; Tentativa de Suicídio/psicologia; Adulto Jovem

Palavras-chave

Amygdala; Implicit emotion regulation; Machine learning; Suicide prediction

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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Tentativa de Suicídio / Ideação Suicida Idioma: En Ano de publicação: 2021 Tipo de documento: Article

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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Tentativa de Suicídio / Ideação Suicida Idioma: En Ano de publicação: 2021 Tipo de documento: Article