Published on in Vol 10 (2023)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/44325, first published .
Predicting Generalized Anxiety Disorder From Impromptu Speech Transcripts Using Context-Aware Transformer-Based Neural Networks: Model Evaluation Study

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

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

Authors of this article:

Bazen Gashaw Teferra1 Author Orcid Image ;   Jonathan Rose1, 2 Author Orcid Image

Bazen Gashaw Teferra   1 , PhD ;   Jonathan Rose   1, 2 , PhD

1 The Edward S Rogers Sr Department of Electrical and Computer Engineering, University of Toronto, Toronto, ON, Canada

2 The Centre for Addiction and Mental Health, Toronto, ON, Canada

Corresponding Author:

  • Bazen Gashaw Teferra, PhD
  • The Edward S Rogers Sr Department of Electrical and Computer Engineering
  • University of Toronto
  • 10 King’s College Road
  • Toronto, ON, M5S3G4
  • Canada
  • Phone: 1 4169786992
  • Email: bazen.teferra@mail.utoronto.ca