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ORCIDCheng Chen 0013
Person information
- affiliation: Chinese University of Hong Kong, Department of Computer Science and Engineering, Hong Kong
Other persons with the same name
- Cheng Chen — disambiguation page
- Cheng Chen 0001 — Black Oak Analytics Inc., Little Rock, AR, USA (and 1 more)
- Cheng Chen 0002
![[0000-0002-9374-4193]](https://dblp.uni-trier.de/img/orcid-mark.12x12.png "0000-0002-9374-4193")
— Beijing University of Posts and Telecommunications, Key Laboratory of Intelligent Telecommunications Software and Multimedia, China - Cheng Chen 0003 — Carnegie Mellon University, Department of Biomedical Engineering, Pittsburgh, PA, USA
- Cheng Chen 0004 — Chinese Academy of Sciences, National Engineering Laboratory for Video Technology, China
- Cheng Chen 0005 — China Aerodynamics Research and Development Center, Mianyang, China (and 1 more)
- Cheng Chen 0006 — Shanghai Polytechnic University, School of Environmental and Materials Engineering, China
- Cheng Chen 0007 — Northwestern University, Department of Electrical Engineering and Computer Science, Evanston, IL, USA
- Cheng Chen 0008 — A*STAR, Data Stoarge Institute, Singapore
- Cheng Chen 0009 — Northwestern Polytechnical University, School of Marine Science and Technology, Xi'an, China
- Cheng Chen 0010 — University of Science and Technology of China, School of Information Science and Technology, Hefei, China
- Cheng Chen 0011 — Wuhan University, School of Power and Mechanical Engineering, China
- Cheng Chen 0012 — Oklahoma State University, School of Civil and Environmental Engineering, Stillwater, OK, USA
- Cheng Chen 0014 — South China University of Technology, School of Computer Science and Engineering, Guangzhou, China
- Cheng Chen 0015 — Nanyang Technological University (NTU), Singapore (and 1 more)
- Cheng Chen 0016 — University of Iowa, Iowa City, IA, USA
- Cheng Chen 0017 — Xi'an University of Posts and Telecommunications, Xi'an, China
- Cheng Chen 0018 — Harbin Institute of Technology at Weihai, Weihai, China
- Cheng Chen 0019 — University of Victoria, Victoria, BC, Canada
- Cheng Chen 0020 — Intel Corp. Hillsboro, Hillsboro, OR, USA
- Cheng Chen 0021 — University of Edinburgh, LiFi R&D Centre, UK
- Cheng Chen 0022 — University of Bern, Institute of Surgical Technology and Biomechanics, Switzerland
- Cheng Chen 0023 — IDIAP Research Institute, Martigny, Switzerland (and 1 more)
- Cheng Chen 0024 — University of Science and Technology Beijing, School of Computer and Communication Engineering, China
- Cheng Chen 0025 — Nanjing Automation Institute of Water Conservancy and Hydrology, China
- Cheng Chen 0026 — Chinese University of Hong Kong, Department of Biomedical Engineering, Hong Kong
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Journal Articles
- 2024
[j9]Huisi Wu, Baiming Zhang, Cheng Chen, Jing Qin:
Federated Semi-Supervised Medical Image Segmentation via Prototype-Based Pseudo-Labeling and Contrastive Learning. IEEE Trans. Medical Imaging 43(2): 649-661 (2024)- 2023
- [j8]Meirui Jiang, Hongzheng Yang, Cheng Chen, Qi Dou:
IOP-FL: Inside-Outside Personalization for Federated Medical Image Segmentation. IEEE Trans. Medical Imaging 42(7): 2106-2117 (2023) - [j7]Huisi Wu, Zhaoze Wang, Zebin Zhao, Cheng Chen, Jing Qin:
Continual Nuclei Segmentation via Prototype-Wise Relation Distillation and Contrastive Learning. IEEE Trans. Medical Imaging 42(12): 3794-3804 (2023) - 2022
- [j6]Cheng Chen, Qi Dou, Yueming Jin, Quande Liu, Pheng-Ann Heng:
Learning With Privileged Multimodal Knowledge for Unimodal Segmentation. IEEE Trans. Medical Imaging 41(3): 621-632 (2022) - [j5]Yueming Jin, Yang Yu, Cheng Chen, Zixu Zhao, Pheng-Ann Heng, Danail Stoyanov:
Exploring Intra- and Inter-Video Relation for Surgical Semantic Scene Segmentation. IEEE Trans. Medical Imaging 41(11): 2991-3002 (2022) - [j4]Hongzheng Yang, Cheng Chen, Meirui Jiang, Quande Liu, Jianfeng Cao, Pheng-Ann Heng, Qi Dou:
DLTTA: Dynamic Learning Rate for Test-Time Adaptation on Cross-Domain Medical Images. IEEE Trans. Medical Imaging 41(12): 3575-3586 (2022) - 2021
- [j3]Yueming Jin, Yonghao Long, Cheng Chen, Zixu Zhao, Qi Dou, Pheng-Ann Heng:
Temporal Memory Relation Network for Workflow Recognition From Surgical Video. IEEE Trans. Medical Imaging 40(7): 1911-1923 (2021) - 2020
- [j2]Cheng Chen, Qi Dou, Hao Chen, Jing Qin, Pheng-Ann Heng:
Unsupervised Bidirectional Cross-Modality Adaptation via Deeply Synergistic Image and Feature Alignment for Medical Image Segmentation. IEEE Trans. Medical Imaging 39(7): 2494-2505 (2020) - 2019
- [j1]Qi Dou, Cheng Ouyang, Cheng Chen, Hao Chen, Ben Glocker, Xiahai Zhuang, Pheng-Ann Heng:
PnP-AdaNet: Plug-and-Play Adversarial Domain Adaptation Network at Unpaired Cross-Modality Cardiac Segmentation. IEEE Access 7: 99065-99076 (2019)
Conference and Workshop Papers
- 2023
- [c11]Shizhan Gong, Cheng Chen, Yuqi Gong, Nga Yan Chan, Wenao Ma, Calvin Hoi-Kwan Mak, Jill M. Abrigo, Qi Dou:
Diffusion Model Based Semi-supervised Learning on Brain Hemorrhage Images for Efficient Midline Shift Quantification. IPMI 2023: 69-81 - [c10]Wenao Ma, Cheng Chen, Jill M. Abrigo, Calvin Hoi-Kwan Mak, Yuqi Gong, Nga Yan Chan, Chu Han, Zaiyi Liu, Qi Dou:
Treatment Outcome Prediction for Intracerebral Hemorrhage via Generative Prognostic Model with Imaging and Tabular Data. MICCAI (5) 2023: 715-725 - 2022
- [c9]Quande Liu, Cheng Chen, Qi Dou, Pheng-Ann Heng:
Single-Domain Generalization in Medical Image Segmentation via Test-Time Adaptation from Shape Dictionary. AAAI 2022: 1756-1764 - [c8]Wenao Ma, Cheng Chen, Shuang Zheng, Jing Qin, Huimao Zhang, Qi Dou:
Test-Time Adaptation with Calibration of Medical Image Classification Nets for Label Distribution Shift. MICCAI (3) 2022: 313-323 - 2021
- [c7]Youtan Yin, Hongzheng Yang, Quande Liu, Meirui Jiang, Cheng Chen, Qi Dou, Pheng-Ann Heng:
Efficient Federated Tumor Segmentation via Normalized Tensor Aggregation and Client Pruning. BrainLes@MICCAI (2) 2021: 433-443 - [c6]Quande Liu, Cheng Chen, Jing Qin, Qi Dou, Pheng-Ann Heng:
FedDG: Federated Domain Generalization on Medical Image Segmentation via Episodic Learning in Continuous Frequency Space. CVPR 2021: 1013-1023 - [c5]Cheng Chen, Quande Liu, Yueming Jin, Qi Dou, Pheng-Ann Heng:
Source-Free Domain Adaptive Fundus Image Segmentation with Denoised Pseudo-Labeling. MICCAI (5) 2021: 225-235 - 2019
- [c4]Cheng Chen, Qi Dou, Hao Chen, Jing Qin, Pheng-Ann Heng:
Synergistic Image and Feature Adaptation: Towards Cross-Modality Domain Adaptation for Medical Image Segmentation. AAAI 2019: 865-872 - [c3]Cheng Chen, Qi Dou, Yueming Jin, Hao Chen, Jing Qin, Pheng-Ann Heng:
Robust Multimodal Brain Tumor Segmentation via Feature Disentanglement and Gated Fusion. MICCAI (3) 2019: 447-456 - 2018
- [c2]Qi Dou, Cheng Ouyang, Cheng Chen, Hao Chen, Pheng-Ann Heng:
Unsupervised Cross-Modality Domain Adaptation of ConvNets for Biomedical Image Segmentations with Adversarial Loss. IJCAI 2018: 691-697 - [c1]Cheng Chen, Qi Dou, Hao Chen, Pheng-Ann Heng:
Semantic-Aware Generative Adversarial Nets for Unsupervised Domain Adaptation in Chest X-Ray Segmentation. MLMI@MICCAI 2018: 143-151
Parts in Books or Collections
- 2019
- [p1]Qi Dou, Cheng Chen, Cheng Ouyang, Hao Chen, Pheng-Ann Heng:
Unsupervised Domain Adaptation of ConvNets for Medical Image Segmentation via Adversarial Learning. Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics 2019: 93-115
Informal and Other Publications
- 2023
- [i16]Shizhan Gong, Cheng Chen, Yuqi Gong, Nga Yan Chan, Wenao Ma, Calvin Hoi-Kwan Mak, Jill M. Abrigo, Qi Dou:
Diffusion Model based Semi-supervised Learning on Brain Hemorrhage Images for Efficient Midline Shift Quantification. CoRR abs/2301.00409 (2023) - [i15]Wenao Ma, Cheng Chen, Jill M. Abrigo, Calvin Hoi-Kwan Mak, Yuqi Gong, Nga Yan Chan, Chu Han, Zaiyi Liu, Qi Dou:
Treatment Outcome Prediction for Intracerebral Hemorrhage via Generative Prognostic Model with Imaging and Tabular Data. CoRR abs/2307.12858 (2023) - 2022
- [i14]Yueming Jin, Yang Yu, Cheng Chen, Zixu Zhao, Pheng-Ann Heng, Danail Stoyanov:
Exploring Intra- and Inter-Video Relation for Surgical Semantic Scene Segmentation. CoRR abs/2203.15251 (2022) - [i13]Meirui Jiang, Hongzheng Yang, Cheng Chen, Qi Dou:
IOP-FL: Inside-Outside Personalization for Federated Medical Image Segmentation. CoRR abs/2204.08467 (2022) - [i12]Hongzheng Yang, Cheng Chen, Meirui Jiang, Quande Liu, Jianfeng Cao, Pheng-Ann Heng, Qi Dou:
DLTTA: Dynamic Learning Rate for Test-time Adaptation on Cross-domain Medical Images. CoRR abs/2205.13723 (2022) - [i11]Quande Liu, Cheng Chen, Qi Dou, Pheng-Ann Heng:
Single-domain Generalization in Medical Image Segmentation via Test-time Adaptation from Shape Dictionary. CoRR abs/2206.14467 (2022) - [i10]Wenao Ma, Cheng Chen, Shuang Zheng, Jing Qin, Huimao Zhang, Qi Dou:
Test-time Adaptation with Calibration of Medical Image Classification Nets for Label Distribution Shift. CoRR abs/2207.00769 (2022) - 2021
- [i9]Quande Liu, Cheng Chen, Jing Qin, Qi Dou, Pheng-Ann Heng:
FedDG: Federated Domain Generalization on Medical Image Segmentation via Episodic Learning in Continuous Frequency Space. CoRR abs/2103.06030 (2021) - [i8]Yueming Jin, Yonghao Long, Cheng Chen, Zixu Zhao, Qi Dou, Pheng-Ann Heng:
Temporal Memory Relation Network for Workflow Recognition from Surgical Video. CoRR abs/2103.16327 (2021) - [i7]Cheng Chen, Quande Liu, Yueming Jin, Qi Dou, Pheng-Ann Heng:
Source-Free Domain Adaptive Fundus Image Segmentation with Denoised Pseudo-Labeling. CoRR abs/2109.09735 (2021) - 2020
- [i6]Cheng Chen, Qi Dou, Hao Chen, Jing Qin, Pheng-Ann Heng:
Unsupervised Bidirectional Cross-Modality Adaptation via Deeply Synergistic Image and Feature Alignment for Medical Image Segmentation. CoRR abs/2002.02255 (2020) - [i5]Cheng Chen, Qi Dou, Yueming Jin, Hao Chen, Jing Qin, Pheng-Ann Heng:
Robust Multimodal Brain Tumor Segmentation via Feature Disentanglement and Gated Fusion. CoRR abs/2002.09708 (2020) - 2019
- [i4]Cheng Chen, Qi Dou, Hao Chen, Jing Qin, Pheng-Ann Heng:
Synergistic Image and Feature Adaptation: Towards Cross-Modality Domain Adaptation for Medical Image Segmentation. CoRR abs/1901.08211 (2019) - 2018
- [i3]Qi Dou, Cheng Ouyang, Cheng Chen, Hao Chen, Pheng-Ann Heng:
Unsupervised Cross-Modality Domain Adaptation of ConvNets for Biomedical Image Segmentations with Adversarial Loss. CoRR abs/1804.10916 (2018) - [i2]Cheng Chen, Qi Dou, Hao Chen, Pheng-Ann Heng:
Semantic-Aware Generative Adversarial Nets for Unsupervised Domain Adaptation in Chest X-ray Segmentation. CoRR abs/1806.00600 (2018) - [i1]Qi Dou, Cheng Ouyang, Cheng Chen, Hao Chen, Ben Glocker, Xiahai Zhuang, Pheng-Ann Heng:
PnP-AdaNet: Plug-and-Play Adversarial Domain Adaptation Network with a Benchmark at Cross-modality Cardiac Segmentation. CoRR abs/1812.07907 (2018)
Coauthor Index
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