Anxiety level recognition for virtual reality therapy system using physiological signals

Cited by (135)

Items 101–135 of 135

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2. Machine Learning, Deep Learning and Data Preprocessing Techniques for Detection, Prediction, and Monitoring of Stress and Stress-related Mental Disorders: A Scoping Review (Preprint)
   Moein Razavi, Samira Ziyadidegan, Reza Kamalian Jahromi, Saber Kazeminasab, Elaheh Baharlouei, Vahid Janfaza, Ahmadreza Mahmoudzadeh, Farzan Sasangohar · 2023
3. Generalizable Psychiatric Screening from Wearable: Causal Disentanglement of Multi-Channel Biosignals with Interpretability Analysis
   Wenting Kuang, Yufei Zhang, Yuqi Cheng, Kaishun Wu, Changhe Fan, Yongpan Zou · 2025 · IEEE International Conference on Bioinformatics and Biomedicine (BIBM)
4. Spiders Based on Anxiety: How Reinforcement Learning Can Deliver Desired User Experience in Virtual Reality Personalized Arachnophobia Treatment
   Athar Mahmoudi-Nejad, Matthew Guzdial, Pierre Boulanger · 2025 · ACM Transactions on Interactive Intelligent Systems
5. Acute Stress Classification with a Stroop task and in-office biophilic Relaxation in Virtual Reality based on Behavioral and Physiological data
   Alexis D. Souchet, Mamadou Lamarana Diallo, Domitile Lourdeaux · 2023 · IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct)
6. A Study on Immersive Behavioral Therapy for Individuals with Intellectual Disabilities with Fear of Stairs
   Marta Goyena, Carlos Cortés, Marta Orduna, Matteo Dal Magro, Ainhoa Fernández-Alcaide, María Nava-Ruiz, Jesús Gutiérrez, Pablo Pérez, Narciso N. Garcia · 2025 · ACM International Conference on Interactive Media Experiences
7. Predicting post-VR game experiences with wearable physiological sensors
   Wen Huang, Jiayi Gao, Xinyuan Chen · 2025 · Entertainment Computing
8. Fuzzy performance estimation of real-world driver’s stress recognition models based on physiological signals and deep learning approach
   Muhammad Amin, Khalil Ullah, Muhammad Asif, Habib Shah, Abdul Waheed, Irfanud Din · 2024 · Journal of Ambient Intelligence and Humanized Computing
9. Virtual reality analytics map (VRAM): A conceptual framework for detecting mental disorders using virtual reality data
   Vibhav Chitale, Julie D. Henry, Hai‐Ning Liang, Ben Matthews, Nilufar Baghaei · 2024 · New Ideas in Psychology
10. Adaptive virtual reality stress training for spaceflight emergency procedures
    Tor Finseth · 2021
11. Affective computing framework for social emotion elicitation and recognition using artificial intelligence
    José Llanes-Jurado · 2024
12. Artificial Intelligence-based Assessment of Facial Symmetry Aesthetics of Saudi Arabian Population
    Mohammad Khursheed Alam, Ahmed Ali Alfawzan · 2024 · Facial Plastic Surgery
13. A Review on Feature Selection Techniques for Anxiety Classification from Physiological Signals
    Shikha Shikha, Divyashikha Sethia, S. Indu · 2025 · International Conference on Advances in Computer Science, Electrical, Electronics, and Communication Technologies (CE2CT)
14. ReBAT: Regression-Based Anxiety Recognition during Be-havioural Avoidance Tasks
    Florian Grensing, Vanessa Schmücker, Anne Sophie Hildebrand, Tim Klucken, Maria Maleshkova · 2025 · BIO Web of Conferences
15. Virtual Reality Exposure Therapy for Foreign Language Speaking Anxiety: Evidence from Electroencephalogram Signals and Subjective Self-Report Data
    Amir Pourhamidi, Chanwoo Kim, Hyun K. Kim · 2025 · Applied Sciences
16. Artificial intelligence for virtual reality: a review
    Lili Wang, Weiwei Xu, Yebin Liu, Miao Wang, Beibei Wang, Xubo Yang, Lan Xu, Zhangyao Tan, Runze Fan, Zijun Wang et al. · 2025 · Science China Information Sciences
17. Reversing the Virtual Maze: An Overview of the Technical and Methodological Challenges for Metaverse App Analysis
    Alfonso Rodriguez Barredo-Valenzuela, Sergio Pastrana, Narseo Vallina-Rodríguez, Guillermo Suárez‐Tangil · 2024 · IEEE International Conference on Metaverse Computing, Networking and Applications (MetaCom)
18. Analyzing the Interplay of Visual and Auditory Stimuli on Human Physiology and Stress Levels in Virtual Environment
    Kuan Yik Junn, Mahdiyeh Sadat Moosavi, Christophe Guillet, Angelina Seow Voon Yee, Frédéric Merienne · 2024 · Lecture notes in computer science
19. Design of Sports Rehabilitation Training System Based on EEMD Algorithm
    Kaiwei Wang, Zhenghui Wang, Wu Ren, Chunsheng Yang · 2022 · Computational Intelligence and Neuroscience
20. Do eyes say it all? Assessing the utility of physiological signals for predicting systemic cognitive states
    Ayca Aygun, Thuan Doan Nguyen, Matthias J. Scheutz · 2024 · bioRxiv (Cold Spring Harbor Laboratory)
21. Virtual reality environments for the study of decision-making processes in risky contexts through the use of physiological measures and behavioural responses
    Carla de-Juan-Ripoll · 2021
22. Development of a Smart Mental Health Training Model by Utilizing the Mental Measurement Data and Eye Recognition Algorithm
    Xiaoxia Tang · 2022 · International Conference on Trends in Electronics and Informatics (ICOEI)
23. Facial Emotion Recognition for Citizens with Traumatic Brain Injury for Therapeutic Robot Interaction
    Chaudhary Muhammad Aqdus Ilyas · 2021
24. Anxious Mood Recognition Based on Electroencephalogram Pattern Recognition
    Xiaorou Hu, Wanhui Wen · 2022 · International Conference on Computer and Communication Systems (ICCCS)
25. Multimodal-multisensor Analytics for Detecting Temporal Phases of Anxiety
    Hashini Senaratne, Kirsten Ellis, Levin Kuhlmann, Glenn Alexander Melvin, Sharon L. Oviatt · 2023
26. Multimodal-multisensor Analytics for Detecting Temporal Phases of Anxiety
    Hashini Senaratne, Kirsten Ellis, Levin Kuhlmann, Glenn Alexander Melvin, Sharon L. Oviatt · 2023
27. Design and Implementation of Psychotherapy System Based on Virtual Reality
    Ping Zhang, Jing Wen Chen · 2023 · International Conference on Digital Data Processing (DDP)
28. Community-Based Recreation Therapy (RT) for Mental Health Recovery
    Ashmeet Kaur, Abhiraj Malhotra, C.C. Khanwelkar, Roshni Majumder, Geetika Madan Patel, Mamata Devi Mohanty · 2024 · Health Leadership and Quality of Life
29. Exploring Diverse Features: A Thorough Survey for Anxiety Disorders
    Rakhi Nagpal, Saravjeet Singh, Aditi Moudgil · 2025 · EAI Endorsed Transactions on Pervasive Health and Technology
30. Investigating Dynamics of Subjective Anxiety and Behavior Due to Personal Space Violations and COVID-19-Related Stressors in a Social VR Simulation
    Jiyoon Park, Christian Wallraven · 2025 · Proceedings - International Symposium on Mixed and Augmented Reality, ISMAR
31. MVCA-Net: Multi-View Convolution Attention Network for measuring EEG rhythms representing Anxiety
    Hamidreza Ghonchi, Tom Foulsham, Saideh Ferdowsi · 2025 · Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
32. Emotional responses to a public speaking task: effects of virtual audience size and attitude
    Evania L. Fasya, E. van den Bos, Dirk K. J. Heylen, M. Kret · 2026 · Behaviour & Information Technology
33. Virtual reality exposure therapy: a systematic review and bibliometric analysis of clinical applications and research trends
    Omer Emin Cinar · 2026 · Frontiers in Virtual Reality
34. EEG Signal Processing for Anxiety Detection Using Selective Spectral Coding
    Nirvikalpata U. Bhosle, Neeta A. Doshi, Shashank D. Biradar · 2026 · International Conference on Computing Theory and Wireless Communications (ICCTWC)
35. A tutorial review of AI-powered physiological computing for mental health assessment: application scenarios, open issues, and current solutions
    Yu-Fei Zhang, Wen-Ting Kuang, Yu-Lan Li, Yu-Qi Cheng, Kai-Shun Wu, Yong-Pan Zou · 2026 · CCF Transactions on Pervasive Computing and Interaction