Scalp EEG-based pain detection using convolutional neural network

• Main Authors: Chen, Duo, Zhang, Haihong, Kavitha, Perumpadappil Thomas, Loy, Fong Ling, Ng, Soon Huat, Wang, Chuanchu, Phua, Kok Soon, Tjan, Soon Yin, Yang, Su-Yin, Guan, Cuntai
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2022
• Subjects: Engineering::Computer science and engineering; Chronic Pain; EEG
• Online Access: https://hdl.handle.net/10356/161635
• Institution: Nanyang Technological University

Pain is an integrative phenomenon coupled with dynamic interactions between sensory and contextual processes in the brain, often associated with detectable neurophysiological changes. Recent advances in brain activity recording tools and machine learning technologies have intrigued research and deve...