Multilevel Stress Assessment from ECG in a Virtual Reality Environment Using Multimodal Fusion

January 1, 2023·
Zeeshan Ahmad
,
Suha Rabbani
,
Muhammad Rehman Zafar
,
Syem Ishaque
,
Sri Krishnan
Naimul Khan
Naimul Khan
· 0 min read
Abstract
We propose a multilevel stress assessment framework that fuses ECG signals with contextual data from a virtual reality environment. The system classifies multiple levels of physiological stress using multimodal fusion, enabling real-time biofeedback applications in clinical and consumer settings.
Type
Publication
IEEE Sensors Journal, 23(23), 29559–29570
publications
Naimul Khan
Authors
Associate Professor & Lab Director
Associate Professor and Director of the Multimedia Research Laboratory at Toronto Metropolitan University. Research spans multimedia signal processing, machine learning, and AR/VR with applications in healthcare and mental health.