Search results

Publication date Communities Collections Article title Author(s) Journal/Conference
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)
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)
13 Oct 2022 SERC Institute for Infocomm Research LE-UDA: Label-efficient unsupervised domain adaptation for medical image segmentation Ziyuan Zhao, Fangcheng Zhou, Kaixin Xu, Zeng Zeng, Cuntai Guan, S. Kevin Zhou IEEE Transactions on Medical Imaging
30 Sep 2022 SERC Institute for Infocomm Research TESANet: Self-attention network for olfactory EEG classification Chengxuan Tong, Yi Ding, Kevin Lim Jun Liang, Zhuo Zhang, Haihong Zhang, Cuntai Guan 2022 International Joint Conference on Neural Networks (IJCNN)
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
15 Sep 2022 SERC Institute for Infocomm Research Meta-hallucinator: Towards Few-Shot Cross-Modality Cardiac Image Segmentation Ziyuan Zhao, Fangcheng Zhou, Zeng Zeng, Cuntai Guan, S. Kevin Zhou Medical Image Computing and Computer Assisted Intervention – MICCAI 2022
8 Sep 2022 SERC Institute for Infocomm Research Self-supervised Assisted Active Learning for Skin Lesion Segmentation Ziyuan Zhao, Wenjing Lu, Zeng Zeng, Kaixin Xu, Bharadwaj Veeravalli, Cuntai Guan 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)
10 Aug 2022 SERC Institute for Infocomm Research ADAST: Attentive Cross-Domain EEG-Based Sleep Staging Framework With Iterative Self-Training 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