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Publication date Communities Collections Article title Author(s) Journal/Conference
7 Feb 2025 SERC Institute for Infocomm Research A Personalized Multimodal BCI–Soft Robotics System for Rehabilitating Upper Limb Function in Chronic Stroke Patients Brian Premchand, Zhuo Zhang, Kai Keng Ang, Juanhong Yu, Isaac Okumura Tan, Josephine Pei Wen Lam, Anna Xin Yi Choo, Ananda Sidarta, Patrick Wai Hang Kwong, Lau Ha Chloe Chung Biomimetics
18 Jan 2024 SERC Institute for Infocomm Research Graph Neural Network-Based EEG Classification: A Survey Dominik Klepl, Min Wu, Fei He IEEE Transactions on Neural Systems and Rehabilitation Engineering
4 Oct 2023 SERC Institute for Infocomm Research Adaptive Gated Graph Convolutional Network for Explainable Diagnosis of Alzheimer’s Disease using EEG Data Dominik Klepl, Fei He, Min Wu, Daniel J. Blackburn, Ptolemaios Sarrigiannis IEEE Transactions on Neural Systems and Rehabilitation Engineering
14 Feb 2023 SERC Institute for Infocomm Research Self-Supervised Learning for Label- Efficient Sleep Stage Classification: A Comprehensive Evaluation Emadeldeen Eldele, Mohamed Ragab, Zhenghua Chen, Min Wu, Chee-Keong Kwoh, Xiaoli Li IEEE Transactions on Neural Systems and Rehabilitation Engineering
26 Sep 2022 SERC Institute for Infocomm Research Learning EEG Representations with Weighted Convolutional Siamese Network: a Large Multi-session Post-stroke Rehabilitation Study Shuailei Zhang, Kai Keng Ang, Dezhi Zheng, Qianxin Hui, Xinlei Chen, Yang Li, Ning Tang, Effie Chew, Rosary Yuting Lim, Cuntai Guan IEEE Transactions on Neural Systems and Rehabilitation Engineering
6 Sep 2022 SERC Institute for Infocomm Research EEG-Based Graph Neural Network Classification of Alzheimer’s Disease: An Empirical Evaluation of Functional Connectivity Methods Dominik Klepl, Fei He, Min Wu, Daniel J. Blackburn, Ptolemaios Sarrigiannis IEEE Transactions on Neural Systems and Rehabilitation Engineering
28 Jan 2022 SERC Institute for Infocomm Research Scalp EEG-Based Pain Detection Using Convolutional Neural Network Duo Chen, Haihong Zhang, Perumpadappil Thomas Kavitha, Fong Ling Loy, Soon Huat Ng, Chuanchu Wang, Kok Soon Phua, Soon Yin Tjan, Su-Yin Yang, Cuntai Guan IEEE Transactions on Neural Systems and Rehabilitation Engineering
28 May 2021 SERC Institute for Infocomm Research Brain-Computer Interface for Stroke Rehabilitation Ravikiran Mane, Kai Keng Ang, Cuntai Guan Handbook of Neuroengineering
27 Aug 2020 SERC Institute for Infocomm Research Using Transcranial Direct Current Stimulation to Augment the Effect of Motor Imagery-Assisted Brain-Computer Interface Training in Chronic Stroke Patients—Cortical Reorganization Considerations Effie Chew, Wei-Peng Teo, Ning Tang, Kai Keng Ang, Yee Sien Ng, Juan Helen Zhou, Irvin Teh, Kok Soon Phua, Ling Zhao, Cuntai Guan Frontiers in Neurology
24 Jun 2019 SERC Institute for Infocomm Research Prognostic and Monitory EEG-Biomarkers for BCI Upper-limb Stroke Rehabilitation Ravikiran Mane, Effie Chew, Kok Soon Phua, Kai Keng Ang, Neethu Robinson, A. P. Vinod, Cuntai Guan IEEE Transactions on Neural Systems and Rehabilitation Engineering