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Publication date Communities Collections Article title Author(s) Journal/Conference
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
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)
20 Jun 2022 SERC Institute for Infocomm Research CoIn: Correlation Induced Clustering for Cognition of High Dimensional Bioinformatics Data Zeng Zeng, Ziyuan Zhao, Kaixin Xu, Yangfan Li, Cen Chen, Xiaofeng Zou, Yulan Wang, Wei Wei, Pierce KH Chow, Xiaoli Li IEEE Journal of Biomedical and Health Informatics
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
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 Multi-Instance Multi-Label Learning for Gene Mutation Prediction in Hepatocellular Carcinoma Kaixin Xu, Ziyuan Zhao, Jiapan Gu, Zeng Zeng, Chan Wan Ying, Lim Kheng Choon, Thng Choon Hua, Pierce KH Chow 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)