Automatic Depression Detection Using Smartphone-Based Text-Dependent Speech Signals: Deep Convolutional Neural Network Approach.

Kim, Ah Young; Jang, Eun Hye; Lee, Seung-Hwan; Choi, Kwang-Yeon; Park, Jeon Gue; Shin, Hyun-Chool

Kim, Ah Young; Jang, Eun Hye; Lee, Seung-Hwan; Choi, Kwang-Yeon; Park, Jeon Gue; Shin, Hyun-Chool.

Afiliação

Kim AY; Medical Information Research Section, Electronics and Telecommunications Research Institute, Dajeon, Republic of Korea.
Jang EH; Medical Information Research Section, Electronics and Telecommunications Research Institute, Dajeon, Republic of Korea.
Lee SH; Clinical Emotion and Cognition Research Laboratory, Inje University, Goyang, Republic of Korea.
Choi KY; Department of Psychiatry, Inje University, Ilsan-Paik Hospital, Goyang, Republic of Korea.
Park JG; Bwave Inc, Goyang, Republic of Korea.
Shin HC; Department of Psychiatry, College of Medicine, Chungnam National University, Daejeon, Republic of Korea.

J Med Internet Res ; 25: e34474, 2023 01 25.

Article em En | MEDLINE | ID: mdl-36696160

Assuntos

Transtorno Depressivo Maior; Fala; Humanos; Depressão/diagnóstico; Transtorno Depressivo Maior/diagnóstico; Smartphone; Redes Neurais de Computação

Palavras-chave

ADD; MDD; acoustic; automatic depression detection; deep learning; depression; major depressive disorder; mobile health; mobile phone; smartphone; speech analysis

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Fala / Transtorno Depressivo Maior Tipo de estudo: Diagnostic_studies / Prognostic_studies Limite: Humans Idioma: En Revista: J Med Internet Res Assunto da revista: INFORMATICA MEDICA Ano de publicação: 2023 Tipo de documento: Article

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