Improving Multichannel Raw Electroencephalography-based Diagnosis of Major Depressive Disorder via Transfer Learning with Single Channel Sleep Stage Data.

Ellis, Charles A; Sattiraju, Abhinav; Miller, Robyn L; Calhoun, Vince D

Ellis, Charles A; Sattiraju, Abhinav; Miller, Robyn L; Calhoun, Vince D.

Afiliação

Ellis CA; Tri-institutional Center for Translational Research in Neuroimaging and Data Science Georgia State University, Georgia Institute of Technology, Emory University Atlanta, USA.
Sattiraju A; Tri-institutional Center for Translational Research in Neuroimaging and Data Science Georgia State University, Georgia Institute of Technology, Emory University Atlanta, USA.
Miller RL; Tri-institutional Center for Translational Research in Neuroimaging and Data Science Georgia State University, Georgia Institute of Technology, Emory University Atlanta, USA.
Calhoun VD; Tri-institutional Center for Translational Research in Neuroimaging and Data Science Georgia State University, Georgia Institute of Technology, Emory University Atlanta, USA.

bioRxiv ; 2023 Oct 15.

Article em En | MEDLINE | ID: mdl-37873255

Palavras-chave

deep learning; electroencephalography; explainable AI; major depressive disorder; transfer learning

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Idioma: En Revista: BioRxiv Ano de publicação: 2023 Tipo de documento: Article

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Idioma: En Revista: BioRxiv Ano de publicação: 2023 Tipo de documento: Article