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Works (11)

Multi-organ Segmentation from Partially Labeled and Unaligned Multi-modal MRI in Thyroid-associated Orbitopathy

IEEE Journal of Biomedical and Health Informatics
2025 | Journal article
DOI: 10.1109/JBHI.2025.3545138
Contributors: Cheng Chen; Min Deng; Yuan Zhong; Jinyue Cai; Karen Kar Wun Chan; Qi Dou; Kelvin Kam Lung Chong; Pheng-Ann Heng; Winnie Chiu-Wing Chu
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MA-SAM: Modality-agnostic SAM adaptation for 3D medical image segmentation

Medical Image Analysis
2024-12 | Journal article
DOI: 10.1016/j.media.2024.103310
Contributors: Cheng Chen; Juzheng Miao; Dufan Wu; Aoxiao Zhong; Zhiling Yan; Sekeun Kim; Jiang Hu; Zhengliang Liu; Lichao Sun; Xiang Li et al.
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Federated Semi-Supervised Medical Image Segmentation via Prototype-Based Pseudo-Labeling and Contrastive Learning

IEEE Transactions on Medical Imaging
2024-02 | Journal article
DOI: 10.1109/TMI.2023.3314430
Contributors: Huisi Wu; Baiming Zhang; Cheng Chen; Jing Qin
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Diffusion Model Based Semi-supervised Learning on Brain Hemorrhage Images for Efficient Midline Shift Quantification

2023 | Book chapter
DOI: 10.1007/978-3-031-34048-2_6
Contributors: Shizhan Gong; Cheng Chen; Yuqi Gong; Nga Yan Chan; Wenao Ma; Calvin Hoi-Kwan Mak; Jill Abrigo; Qi Dou
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IOP-FL: Inside-Outside Personalization for Federated Medical Image Segmentation

IEEE Transactions on Medical Imaging
2023 | Journal article
DOI: 10.1109/TMI.2023.3263072
Contributors: Meirui Jiang; Hongzheng Yang; Chen Cheng; Qi Dou
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Continual Nuclei Segmentation via Prototype-Wise Relation Distillation and Contrastive Learning

IEEE Transactions on Medical Imaging
2023-12 | Journal article
DOI: 10.1109/TMI.2023.3307892
Contributors: Huisi Wu; Zhaoze Wang; Zebin Zhao; Cheng Chen; Jing Qin
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DLTTA: Dynamic Learning Rate for Test-Time Adaptation on Cross-Domain Medical Images

IEEE Transactions on Medical Imaging
2022-12 | Journal article
DOI: 10.1109/TMI.2022.3191535
Contributors: Hongzheng Yang; Cheng Chen; Meirui Jiang; Quande Liu; Jianfeng Cao; Pheng Ann Heng; Qi Dou
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Exploring Intra- and Inter-Video Relation for Surgical Semantic Scene Segmentation

IEEE Transactions on Medical Imaging
2022-11 | Journal article
DOI: 10.1109/TMI.2022.3177077
Contributors: Yueming Jin; Yang Yu; Cheng Chen; Zixu Zhao; Pheng-Ann Heng; Danail Stoyanov
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Learning With Privileged Multimodal Knowledge for Unimodal Segmentation

IEEE Transactions on Medical Imaging
2022-03 | Journal article
DOI: 10.1109/TMI.2021.3119385
Contributors: Cheng Chen; Qi Dou; Yueming Jin; Quande Liu; Pheng Ann Heng
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Temporal Memory Relation Network for Workflow Recognition From Surgical Video

IEEE Transactions on Medical Imaging
2021-07 | Journal article
DOI: 10.1109/TMI.2021.3069471
Contributors: Yueming Jin; Yonghao Long; Cheng Chen; Zixu Zhao; Qi Dou; Pheng-Ann Heng
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Unsupervised Bidirectional Cross-Modality Adaptation via Deeply Synergistic Image and Feature Alignment for Medical Image Segmentation

IEEE Transactions on Medical Imaging
2020-07 | Journal article
DOI: 10.1109/TMI.2020.2972701
Contributors: Cheng Chen; Qi Dou; Hao Chen; Jing Qin; Pheng Ann Heng
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Peer review (22 reviews for 6 publications/grants)

Review activity for Computers in biology and medicine. (8)
Review activity for International journal of computer vision. (1)
Review activity for Medical image analysis. (6)
Review activity for Nature communications (2)
Review activity for Pattern recognition. (4)
Review activity for PloS one. (1)
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