This paper is in the following e-collection/theme issue:

Serious Games for Health and Medicine (802) Extended Reality, Virtual Reality and Virtual Worlds (761) Anxiety and Stress Disorders (1330) Social Anxiety Disorder (SAD) (61) Virtual Reality Interventions in Mental Health (173) Machine Learning (2076)

Published on in Vol 10, No 3 (2022): Jul-Sep

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/38284, first published .
Prediction of Specific Anxiety Symptoms and Virtual Reality Sickness Using In Situ Autonomic Physiological Signals During Virtual Reality Treatment in Patients With Social Anxiety Disorder: Mixed Methods Study

Prediction of Specific Anxiety Symptoms and Virtual Reality Sickness Using In Situ Autonomic Physiological Signals During Virtual Reality Treatment in Patients With Social Anxiety Disorder: Mixed Methods Study

Prediction of Specific Anxiety Symptoms and Virtual Reality Sickness Using In Situ Autonomic Physiological Signals During Virtual Reality Treatment in Patients With Social Anxiety Disorder: Mixed Methods Study

Authors of this article:

Joo Young Chun1 Author Orcid Image ;   Hyun-Jin Kim2 Author Orcid Image ;   Ji-Won Hur3 Author Orcid Image ;   Dooyoung Jung4 Author Orcid Image ;   Heon-Jeong Lee5 Author Orcid Image ;   Seung Pil Pack6 Author Orcid Image ;   Sungkil Lee7 Author Orcid Image ;   Gerard Kim8 Author Orcid Image ;   Chung-Yean Cho9 Author Orcid Image ;   Seung-Moo Lee9 Author Orcid Image ;   Hyeri Lee9 Author Orcid Image ;   Seungmoon Choi10 Author Orcid Image ;   Taesu Cheong1 Author Orcid Image ;   Chul-Hyun Cho5 Author Orcid Image
Article Authors Cited by (9) Tweetations (7) Metrics

Journals

  1. Pons P, Navas-Medrano S, Soler-Dominguez J. Extended reality for mental health: Current trends and future challenges. Frontiers in Computer Science 2022;4 View
  2. Biswas N, Mukherjee A, Bhattacharya S. “Are you feeling sick?” – A systematic literature review of cybersickness in virtual reality. ACM Computing Surveys 2024;56(11):1 View
  3. Halkiopoulos C, Gkintoni E. The Role of Machine Learning in AR/VR-Based Cognitive Therapies: A Systematic Review for Mental Health Disorders. Electronics 2025;14(6):1110 View
  4. Rubio-López A, García Carmona R, Zarandieta Román L, Rubio Navas A, González-Pinto A, Cardinal-Fernández P. Measuring Stress and Perceptions for a Virtual Reality–Based Pericardiocentesis Procedure Simulation for Medical Training: Usability Study. JMIR Serious Games 2025;13:e68515 View
  5. Jeong J, Jeon Y, Kim H, Yeom J, Shin Y, Kim S, Pack S, Lee H, Cheong T, Cho C. Machine learning-based prediction of restless legs syndrome using digital phenotypes from wearables and smartphone data. Scientific Reports 2025;15(1) View
  6. Bayro A, Jeong H. A Systematic Review of Experimental Protocols: Towards a Uniform Framework in Virtual Reality Affective Research. IEEE Transactions on Affective Computing 2025;16(3):1334 View

Books/Policy Documents

  1. Cho C, Lee H, Kim Y. Recent Advances and Challenges in the Treatment of Major Depressive Disorder. View

Conference Proceedings

  1. Jayasiri D, Asanka D, Udara I, Jayasiri T. 2024 4th International Conference on Advanced Research in Computing (ICARC). Personalized Treatment Approaches for Social Phobia: An ML-Based Decision Support System View
  2. Rahimzadeh G, Lacy K, Mohamed S, Plawiak P, Sharifrazi D, Gwenith Toomey N, Asadi H. 2024 IEEE International Conference on E-health Networking, Application & Services (HealthCom). Immediate Detection of Simulator Sickness in Virtual Environments Using Integrated Subjective Feedback and Physiological Signals View