Predicting Generalized Anxiety Disorder From Impromptu Speech Transcripts Using Context-Aware Transformer-Based Neural Networks: Model Evaluation Study

BACKGROUND: The ability to automatically detect anxiety disorders from speech could be useful as a screening tool for an anxiety disorder. Prior studies have shown that individual words in textual transcripts of speech have an association with anxiety severity. Transformer-based neural networks are...

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Detalles Bibliográficos
Autores principales: Teferra, Bazen Gashaw, Rose, Jonathan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2023
Materias:
Original Paper
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10131846/
https://www.ncbi.nlm.nih.gov/pubmed/36976636
http://dx.doi.org/10.2196/44325

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10131846/
https://www.ncbi.nlm.nih.gov/pubmed/36976636
http://dx.doi.org/10.2196/44325

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