A deep learning-based model for detecting depression in senior population

OBJECTIVES: With the attention paid to the early diagnosis of depression, this study tries to use the biological information of speech, combined with deep learning to build a rapid binary-classification model of depression in the elderly who use Mandarin and test its effectiveness. METHODS: Demograp...

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Detalles Bibliográficos
Autores principales: Lin, Yunhan, Liyanage, Biman Najika, Sun, Yutao, Lu, Tianlan, Zhu, Zhengwen, Liao, Yundan, Wang, Qiushi, Shi, Chuan, Yue, Weihua
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Psychiatry
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9677587/
https://www.ncbi.nlm.nih.gov/pubmed/36419976
http://dx.doi.org/10.3389/fpsyt.2022.1016676

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9677587/
https://www.ncbi.nlm.nih.gov/pubmed/36419976
http://dx.doi.org/10.3389/fpsyt.2022.1016676

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