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Publication date Communities Collections Article title Author(s) Journal/Conference
10 Aug 2022 SERC Institute for Infocomm Research ADAST: Attentive Cross-Domain EEG-Based Sleep Staging Framework With Iterative Self-Training (Pending publish) Emadeldeen Eldele, Mohamed Ragab, Zhenghua Chen, Min Wu, Chee-Keong Kwoh, Xiaoli Li, Cuntai Guan IEEE Transactions on Emerging Topics in Computational Intelligence
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
17 Dec 2021 SERC Institute for Infocomm Research Robust Traffic Prediction From Spatial-Temporal Data Based on Conditional Distribution Learning Zeng Zeng, Wei Zhao, Peisheng Qian, Yingjie Zhou, Ziyuan Zhao, Cen Chen, Cuntai Guan IEEE Transactions on Cybernetics
9 Dec 2021 SERC Institute for Infocomm Research Hierarchical Consistency Regularized Mean Teacher for Semi-supervised 3D Left Atrium Segmentation Shumeng Li, Ziyuan Zhao, Kaixin Xu, Zeng Zeng, Cuntai Guan 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)
21 Sep 2021 SERC Institute for Infocomm Research MT-UDA: Towards Unsupervised Cross-modality Medical Image Segmentation with Limited Source Labels Ziyuan Zhao, Kaixin Xu, Shumeng Li, Zeng Zeng, Cuntai Guan Medical Image Computing and Computer Assisted Intervention – MICCAI 2021
11 Aug 2021 SERC Institute for Infocomm Research Time-Series Representation Learning via Temporal and Contextual Contrasting Emadeldeen Eldele, Mohamed Ragab, Zhenghua Chen, Min Wu, Chee Keong Kwoh, Xiaoli Li, Cuntai Guan Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence
16 Jul 2021 SERC Institute for Infocomm Research Brain Functional Changes in Stroke Following Rehabilitation Using Brain-Computer Interface-Assisted Motor Imagery With and Without tDCS: A Pilot Study Mengjiao Hu, Hsiao-Ju Cheng, Fang Ji, Joanna Su Xian Chong, Zhongkang Lu, Weimin Huang, Kai Keng Ang, Kok Soon Phua, Kai-Hsiang Chuang, Xudong Jiang, Effie Chew, Cuntai Guan, Juan Helen Zhou Frontiers in Human Neuroscience
28 May 2021 SERC Institute for Infocomm Research Brain-Computer Interface for Stroke Rehabilitation Ravikiran Mane, Kai Keng Ang, Cuntai Guan Handbook of Neuroengineering
19 Apr 2021 SERC Institute for Infocomm Research Task-related brain functional network reconfigurations relate to motor recovery in chronic subcortical stroke Hsiao-Ju Cheng, Kwun Kei Ng, Xing Qian, Fang Ji, Zhong kang Lu, Wei Peng Teo, Xin Hong, Fatima Ali Nasrallah, Kai Keng Ang, Kai-Hsiang Chuang, Cuntai Guan, Haoyong Yu, Effie Chew, Juan Helen Zhou Scientific Reports
18 Jan 2021 SERC Institute for Infocomm Research DSAL: Deeply Supervised Active Learning from Strong and Weak Labelers for Biomedical Image Segmentation Ziyuan Zhao, Zeng Zeng, Kaixin Xu, Cen Chen, Cuntai Guan IEEE Journal of Biomedical and Health Informatics
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
25 Aug 2020 SERC Institute for Infocomm Research Generative Adversarial Networks-Based Data Augmentation for Brain-Computer Interface Fatemeh Fahimi, Strahinja Dosen, Kai Keng Ang, Natalie Mrachacz-Kersting, Cuntai Guan IEEE Transactions on Neural Networks and Learning Systems
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
14 Jun 2019 SERC Institute for Infocomm Research Exposure Therapy With Personalized Real-Time Arousal Detection and Feedback to Alleviate Social Anxiety Symptoms in an Analogue Adult Sample: Pilot Proof-of-Concept Randomized Controlled Trial Leslie Lim, Haihong Zhang, Xiangting Bernice Lin, Tih-Shih Lee, Yin Bun Cheung, Joanna Ling, Shi Hui Poon, Zheng Yang Chin, Chuanchu Wang, Ranga Krishnan, Cuntai Guan JMIR MENTAL HEALTH
14 Jun 2019 SERC Institute for Infocomm Research Exposure Therapy With Personalized Real-Time Arousal Detection and Feedback to Alleviate Social Anxiety Symptoms in an Analogue Adult Sample: Pilot Proof-of-Concept Randomized Controlled Trial Xiangting Bernice Lin, Tih-Shih Lee, Yin Bun Cheung, Joanna Ling, Shi Hui Poon, Leslie Lim, Hai Hong Zhang, Zheng Yang Chin, Chuan Chu Wang, Ranga Krishnan, Cuntai Guan JMIR Mental Health
5 Jun 2019 SERC Institute for Infocomm Research Assessment of the Efficacy of EEG-based MI-BCI with Visual Feedback and EEG Correlates of Mental Fatigue for Upper-Limb Stroke Rehabilitation Ruyi Foong, Kai Keng Ang, Chai Quek, Cuntai Guan, Kok Soon Phua, Wee Keong Kuah, Arun Vishwanath Deshmukh, Hon Lum Yam, Deshan Kumar Rajeswaran, Effie Chew, Ning Tang, Geok Sui Chua IEEE Transactions on Biomedical Engineering
21 May 2019 SERC Institute for Infocomm Research A randomized controlled trial of a brain-computer interface based attention training program for ADHD Ranga Krishnan, Tih Shih Lee, Choon Guan Lim, Xue Wei Wendy Poh, Shuen Sheng Daniel Fung, Cuntai Guan, Dianne Bautista, Yin Bun Cheung, Haihong Zhang, Si Ning Yeo PLOS ONE
16 Oct 2018 SERC Institute for Infocomm Research Effectiveness of a Personalized Brain-Computer Interface System for Cognitive Training in Healthy Elderly: A Randomized Controlled Trial Lei Feng, Juan Zhou, Mei Sian Chong, Si Ning Yeo, Thih Shih Lee, Wei Theng Sng, Tze Pin Ng, K. Ranga Krishnan, Min Quan Heo, Dianne Bautista, Yin Bun Chueng, Haihong Zhang, Cuntai Guan, Chuanchu Wang, Zheng Yang Chin Journal of Alzheimer's Disease
25 Sep 2018 SERC Institute for Infocomm Research Wavelet phase-locking based binary classification of hand movement directions from EEG Tushar Chouhan, Neethu Robinson, A. P. Vinod, Kai Keng Ang, Cuntai Guan Journal of Neural Engineering
18 Jul 2018 SERC Institute for Infocomm Research Differential Amplitude of Low-Frequency Fluctuations in brain networks after BCI Training with and without tDCS in Stroke Mengjiao Hu, Fang Ji, Zhongkang Lu, Weimin Huang, Reza Khosrowabadi, Ling Zhao, Kai Keng Ang, Kok Soon Phua, Fatima Ali Nasrallah, Kai-Hsiang Chuang, Mary C. Stephenson, John Totman, Xudong Jiang, Effie Chew, Cuntai Guan, Juan Zhou 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
18 Jul 2018 SERC Institute for Infocomm Research Spectrum and Phase Adaptive CCA for SSVEP-based Brain Computer Interface Zhuo Zhang, Chuanchu Wang, Kai Keng Ang, Aung Aung Phyo Wai, Cuntai Guan 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
21 May 2018 SERC Institute for Infocomm Research Deep Convolutional Neural Network for the Detection of Attentive Mental State in Elderly Fatemeh Fahimi, Zhuo Zhang, Tih-Shih Lee, Cuntai Guan International Brain Computer Interface Meeting 2018
8 Dec 2017 SERC Institute for Infocomm Research Toward EEG-based Olfactory Sensing through Spatial Temporal Subspace Optimization Zhuo Zhang, Haihong Zhang, Lu Zhang, Cuntai Guan Proceedings of the 2017 International Conference on Orange Technologies (ICOT)
8 Dec 2017 SERC Institute for Infocomm Research An Accurate Sleep Staging System with Novel Feature Generation and Auto-Mapping Zhuo Zhang, Cuntai Guan Proceedings of the 2017 International Conference on Orange Technologies (ICOT)
23 Aug 2017 SERC Institute for Infocomm Research Brain plasticity following MI-BCI training combined with tDCS in a randomized trial in chronic subcortical stroke subjects: a preliminary study Xin Hong, Zhong kang Lu, Irvin Teh, Fatima Ali Nasrallah, Wei Peng Teo, Kai Keng Ang, Kok Soon Phua, Cuntai Guan, Effie Chew, Kai-Hsiang Chuang Scientific Reports
25 May 2017 SERC Institute for Infocomm Research Use of wavelet transform coefficients for spike detection for a Robust Intracortical Brain Machine Interface Gary Lee, Camilo Libedinsky, Cuntai Guan, Rosa So 2017 8th International IEEE/EMBS Conference on Neural Engineering (NER)
30 Jan 2016 SERC Institute for Infocomm Research On the Correlations of Motor Imagery of Swallow With Motor Imagery of Tongue Movements and Actual Swallow Huijuan Yang, Cuntai Guan, Chuanchu Wang, Kai Keng Ang, Kok Soon Phua, See San Chok, Christina Ka Yin Tang, Karen Sui Geok Chua Advances in Cognitive Neurodynamics
25 Aug 2015 SERC Institute for Infocomm Research Combining firing rate and spike-train synchrony features in the decoding of motor cortical activity Gabriel Guojun Chew, Kai Keng Ang, Rosa Qi Yue So, Zhiming Xu, Cuntai Guan 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
25 Aug 2015 SERC Institute for Infocomm Research EC-PC spike detection for high performance brain-computer interface Wing-kin Tam, Rosa Qi Yue So, Cuntai Guan, Zhi Yang 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
25 Aug 2015 SERC Institute for Infocomm Research Frame-based compressive sensing MR image reconstruction with balanced regularization Shoulie Xie, Cuntai Guan, Weimin Huang, Zhongkang Lu 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
25 Aug 2015 SERC Institute for Infocomm Research On the Use of Convolutional Neural Networks and Augmented CSP Features for Multi-class Motor Imagery of EEG Signals Classification Cuntai Guan, Huijuan Yang, Siavash Sakhavi, Kai Keng Ang 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
21 Jul 2015 SERC Institute for Infocomm Research Fast TVL1-L2 MR image reconstruction using variable splitting and accelerated alternating direction method with adaptive restart Shoulie Xie, Cuntai Guan, Weimin Huang, Zhongkang Lu 2015 IEEE International Conference on Digital Signal Processing (DSP)
12 May 2015 SERC Institute for Infocomm Research Brain–Computer Interface for Neurorehabilitation of Upper Limb After Stroke Kai Keng Ang, Cuntai Guan Proceedings of the IEEE
22 Apr 2015 SERC Institute for Infocomm Research Neural representations of movement intentions during brain-controlled self-motion Rosa So, Zhiming Xu, Camilo Libedinsky, Kyaw Kyar Toe, Kai Keng Ang, Shih-Cheng Yen, Cuntai Guan 2015 7th International IEEE/EMBS Conference on Neural Engineering (NER)
22 Apr 2015 SERC Institute for Infocomm Research Motor cortical adaptation induced by closed-loop BCI Zhiming Xu, Cuntai Guan, Rosa Q. So, Kai Keng Ang, Kyaw Kyar Toe 2015 7th International IEEE/EMBS Conference on Neural Engineering (NER)
1 Mar 2015 SERC Institute for Infocomm Research Facilitating Effects of Transcranial Direct Current Stimulation on Motor Imagery Brain-Computer Interface With Robotic Feedback for Stroke Rehabilitation Ling Zhao, Kai Keng Ang, Cuntai Guan, Kok Soon Phua, Chuanchu Wang, Wei Peng Teo, Changwu Chen, Yee Sien Ng, Effie Chew Archives of Physical Medicine and Rehabilitation
26 Aug 2014 SERC Institute for Infocomm Research Discriminative channel addition and reduction for filter bank common spatial pattern in motor imagery BCI Zheng Yang Chin, Kai Keng Ang, Chuanchu Wang, Cuntai Guan 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
26 Aug 2014 SERC Institute for Infocomm Research Selection of Effective EEG Channels in Brain Computer Interfaces based on Inconsistencies of Classifiers Huijuan Yang, Cuntai Guan, Kai Keng Ang, Chuanchu Wang 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
26 Aug 2014 SERC Institute for Infocomm Research On the asynchronously continuous control of mobile robot movement by motor cortical spiking activity Zhiming Xu, Rosa Qi Yue So, Kyaw Kyar Toe, Kai Keng Ang, Cuntai Guan 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
1 Jul 2014 SERC Institute for Infocomm Research Brain-Computer Interface-based robotic end effector system for wrist and hand rehabilitation: results of a three-armed randomized controlled trial for chronic stroke Karen Sui Geok Chua, Christopher Wee Keong Kuah, Kai Keng Ang, Cuntai Guan, Kok Soon Phua, Chuanchu Wang, Longjiang Zhou, Ka Yin Tang, Gopal Joseph Ephraim Joseph Frontiers in Neuroengineering
17 Jun 2014 SERC Institute for Infocomm Research Detection of Motor Imagery of Brisk Walking from Electroencephalogram Kai Keng Ang, Cuntai Guan, Chuanchu Wang, Huijuan Yang Journal of Neuroscience Methods
19 May 2014 SERC Institute for Infocomm Research Detection of Motor Imagery of Swallow EEG Signals based on Dual-Tree Complex Wavelet Transform and Adaptive Model Selection Christina Ka Yin Tang, Kai Keng Ang, Huijuan Yang, Cuntai Guan, Karen Sui Geok Chua, See San Chok, Chuanchu Wang, Kok Soon Phua Journal of Neural Engineering
1 Oct 2013 SERC Institute for Infocomm Research Discriminative Learning of Propagation and Spatial Pattern for Motor Imagery EEG Analysis (Pending publish) Xinyang Li, Haihong Zhang, Cuntai Guan, Heng Ong Sim, Kai Keng Ang, Yaozhang Pan Neural Computation
10 Sep 2013 SERC Institute for Infocomm Research Multi-class EEG classification of voluntary hand movement directions Neethu Robinson, Cuntai Guan, A. P. Vinod, Kai Keng Ang, Keng Peng Tee Journal of Neural Engineering
1 Aug 2013 SERC Institute for Infocomm Research EEG Data Space Adaptation to Reduce Inter-session Non-stationarity in Brain-Computer Interface (Pending publish) Mahnaz Arvaneh, Cuntai Guan, Kai Keng Ang, Chai Quek Neural Computation
1 Aug 2013 SERC Institute for Infocomm Research EEG-based Classification of Fast and Slow Hand Movements Using Wavelet-CSP Algorithm (Pending publish) Neethu Robinson, Achutavarrier Prasad Vinod, Kai Keng Ang, Keng Peng Tee, Cuntai Guan IEEE Transactions on Biomedical Engineering
1 Jun 2013 SERC Institute for Infocomm Research Brain-Computer Interface in Stroke Rehabilitation Kai Keng Ang, Cuntai Guan Journal of Computer Science and Engineering
10 Apr 2013 SERC Institute for Infocomm Research Dynamically weighted ensemble classification for non-stationary EEG processing Sidath Ravindra Liyanage, Cuntai Guan, Haihong Zhang, Kai Keng Ang, Jianxin Xu, Tong Heng Lee Journal of Neural Engineering
1 Apr 2013 SERC Institute for Infocomm Research Optimizing Spatial Filters by Minimizing Within-Class Dissimilarities in Electroencephalogram-Based Brain-Computer Interface Mahnaz Arvaneh, Cuntai Guan, Kai Keng Ang, Quek Chai IEEE Transactions on Neural Networks and Learning Systems
1 Apr 2013 SERC Institute for Infocomm Research Navigation In a Virtual Environment using Multi-class Motor Imagery Brain-Computer Interface Zheng Yang Chin, Kai Keng Ang, Cuntai Guan, Chuanchu Wang 2013 IEEE Symposium on Computational Intelligence, Cognitive Algorithms, Mind, and Brain (CCMB)