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Publication date Communities Collections Article title Author(s) Journal/Conference
31 Dec 2024 SERC Institute for Infocomm Research Brain-Computer-Brain system for individualized transcranial alternating current stimulation with concurrent EEG recording: a healthy subject pilot study Rosary Lim, Muyun Jiang, Kai Keng Ang, Xiaohao Lin, Cuntai Guan 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
4 Feb 2024 SERC Institute for Infocomm Research MS-MT: Multi-scale Mean Teacher with Contrastive Unpaired Translation for Cross-Modality Vestibular Schwannoma and Cochlea Segmentation Ziyuan Zhao, Kaixin Xu, Huai Zhe Yeo, Xulei Yang, Cuntai Guan Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries
13 Dec 2023 SERC Institute for Infocomm Research Transferring a deep learning model from healthy subjects to stroke patients in a motor imagery brain–computer interface Aarthy Nagarajan, Neethu Robinson, Kai Keng Ang, Karen Sui Geok Chua, Effie Chew, Cuntai Guan Journal of Neural Engineering
12 Nov 2023 SERC Institute for Infocomm Research A Review on Motor Imagery with Transcranial Alternating Current Stimulation: Bridging Motor and Cognitive Welfare for Patient Rehabilitation Rosary Yuting Lim, Kai Keng Ang, Effie Chew, Cuntai Guan Brain Sciences
28 Aug 2023 SERC Institute for Infocomm Research Self-Supervised Contrastive Representation Learning for Semi-Supervised Time-Series Classification Emadeldeen Eldele, Mohamed Ragab, Zhenghua Chen, Min Wu, Chee-Keong Kwoh, Xiaoli Li, Cuntai Guan IEEE Transactions on Pattern Analysis and Machine Intelligence
14 Aug 2023 SERC Institute for Infocomm Research Multimodal Continuous Emotion Recognition: A Technical Report for ABAW5 Su Zhang, Ziyuan Zhao, Cuntai Guan 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)
11 Aug 2023 SERC Institute for Infocomm Research SemiGNN-PPI: Self-Ensembling Multi-Graph Neural Network for Efficient and Generalizable Protein–Protein Interaction Prediction Ziyuan Zhao, Peisheng Qian, Xulei Yang, Zeng Zeng, Cuntai Guan, Wai Leong Tam, Xiaoli Li Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence
5 Dec 2022 SERC Institute for Infocomm Research Online Adaptive CNN: a Session-to-session Transfer Learning Approach for Non-stationary EEG Shuailei Zhang, Dezhi Zheng, Ning Tang, Effie Chew, Rosary Lim, Kai Keng Ang, Cuntai Guan IEEE Symposium Series on Computational Intelligence
18 Oct 2022 SERC Institute for Infocomm Research ACT-NET: Asymmetric Co-Teacher Network for Semi-Supervised Memory-Efficient Medical Image Segmentation Ziyuan Zhao, Andong Zhu, Zeng Zeng, Bharadwaj Veeravalli, Cuntai Guan 2022 IEEE International Conference on Image Processing (ICIP)
18 Oct 2022 SERC Institute for Infocomm Research MMGL: Multi-Scale Multi-View Global-Local Contrastive Learning for Semi-Supervised Cardiac Image Segmentation Ziyuan Zhao, Jinxuan Hu, Zeng Zeng, Xulei Yang, Peisheng Qian, Bharadwaj Veeravalli, Cuntai Guan 2022 IEEE International Conference on Image Processing (ICIP)