Text Generation to Aid Depression Detection: A Comparative Study of Conditional Sequence Generative Adversarial Networks

Author:

Tlachac ML1,Gerych Walter2,Agrawal Kratika2,Litterer Benjamin3,Jurovich Nicholas2,Thatigotla Saitheeraj4,Thadajarassiri Jidapa2,Rundensteiner Elke A.2

Affiliation:

1. Bryant University,Center for Health & Behavioral Sciences,Department of Information Systems & Analytics,Smithfield,USA,RI 02911

2. Worcester Polytechnic Institute (WPI),Data Science and Computer Science Departments,Worcester,USA,MA 01609

3. University of Michigan,School of Information,Ann Arbor,USA,MI 48109

4. University of Tennessee,Knoxville,TN,37996

Funder

U.S. Department of Education

Publisher

IEEE

Reference55 articles.

1. ExtraSensory App

2. EMU: Early Mental Health Uncovering Framework and Dataset

3. DepreST-CAT

4. Detecting Depression and Predicting its Onset Using Longitudinal Symptoms Captured by Passive Sensing

5. Transfer learning for depression screening from follow-up clinical interview questions;flores;Applied deep learning,2022

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