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Publication date Communities Collections Article title Author(s) Journal/Conference
5 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 (Pending publish) Ziyuan Zhao, Kaixin Xu, Huai Zhe Yeo, Xulei Yang, Cuntai Guan Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries
5 Aug 2023 SERC Institute for Infocomm Research Label-efficient Generalizable Deep Learning for Medical Image Segmentation Ziyuan Zhao International Conference on AI in Medicine (iAIM)
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)
9 Dec 2021 SERC Institute for Infocomm Research Multi-Slice Dense-Sparse Learning for Efficient Liver and Tumor Segmentation Ziyuan Zhao, Zeyu Ma, Yanjie Liu, Zeng Zeng, Pierce KH Chow 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)
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)
7 May 2021 SERC Institute for Infocomm Research RefineU-Net: Improved U-Net with progressive global feedbacks and residual attention guided local refinement for medical image segmentation Dongyun Lin, Yiqun Li, Tin Lay Nwe, Sheng Dong, Zaw Min Oo Pattern Recognition Letters
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
19 May 2019 SERC Institute for Infocomm Research Medical Image Segmentation with Stochastic Aggregated Loss in a Unified U-Net Phi Xuan Nguyen, Zhongkang Lu, Weimin Huang, Su Huang, Akie Katsuki, Zhiping Lin 2019 IEEE EMBS International Conference on Biomedical & Health Informatics (BHI)