Heng Li, Mingyang Ou, Haojin Li, Zhongxi Qiu, Ke Niu, Huazhu Fu, Jiang Liu, "Multi-view Test-time Adaptation for Semantic Segmentation in Clinical Cataract Surgery." IEEE Transactions on Medical Imaging, 2025.
Education
- B.S. in Internet of Things, University of South China, 2016-2020
Work experience
- Jun. 2020 -: Research Assistant
- Southern University of Science and Technology
- Duties included: Assitant with the teching and study
- Supervisor: Professor Jiang Liu
Publications
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Yan Hu, Mingdao Gong, Zhongxi Qiu, Jiabao Liu, Hongli Shen, Mingzhen Yuan, Xiaoqing Zhang, Heng Li, Hai Lu, Jiang Liu, "COph100: A comprehensive fundus image registration dataset from infants constituting the "RIDIRP" database." Scientific data, 2025.
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Yilun Qiu, Zhongxi Qiu, Yan Hu, Mingyang Bi, Yubo Wang, Jianwen Chen, Yitian Zhao, Heng Li, Jiang Liu, "Semi-ECNet: Edge-Consistency Based Semi-Supervised Retinal Vessel Segmentation Network." In the proceedings of 2024 IEEE International Symposium on Biomedical Imaging (ISBI), 2024.
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Heng Li, Haojin Li, Jianyu Chen, Zhongxi Qiu, Huazhu Fu, Lidai Wang, Yan Hu, Jiang Liu, "RaffeSDG: random frequency filtering enabled single-source domain generalization for medical image segmentation." arXiv preprint arXiv:2405.01228, 2024.
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Xiaoqing Zhang, Xiao Wu, Zunjie Xiao, Lingxi Hu, Zhongxi Qiu, Qingyang Sun, Risa Higashita, Jiang Liu, "Mixed-decomposed convolutional network: A lightweight yet efficient convolutional neural network for ocular disease recognition." CAAI Transactions on Intelligence Technology, 2024.
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Zirong Liu, Yan Hu, Zhongxi Qiu, Yanyan Niu, Dan Zhou, Xiaoling Li, Junyong Shen, Hongyang Jiang, Heng Li, Jiang Liu, "Cross-modal attention network for retinal disease classification based on multi-modal images." Biomedical Optics Express, 2024.
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Dan Zhou, Yan Hu, Zhongxi Qiu, Zirong Liu, Hongyang Jiang, Ryo Kawasaki, Jiang Liu, "Retinal layers changes in patients with age-related macular degeneration treated with intravitreal anti-VEGF agents." BMC ophthalmology, 2023.
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Zhongxi Qiu, Yan Hu, Xiaoshan Chen, Dan Zeng, Qingyong Hu, Jiang Liu, "Rethinking dual-stream super-resolution semantic learning in medical image segmentation." IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023.
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Zhongxi Qiu, Yan Hu, Heng Li, Jiang Liu, "Learnable ophthalmology sam." arXiv preprint arXiv:2304.13425, 2023.
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Heng Li, Ziqin Lin, Zhongxi Qiu, Zinan Li, Ke Niu, Na Guo, Huazhu Fu, Yan Hu, Jiang Liu, "Enhancing and adapting in the clinic: source-free unsupervised domain adaptation for medical image enhancement." IEEE Transactions on Medical Imaging, 2023.
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Yiming Wang, Yan Hu, Junyong Shen, Xiaoqing Zhang, Heng Li, Zhongxi Qiu, Fangfu Ye, Jiang Liu, "CGBA-Net: context-guided bidirectional attention network for surgical instrument segmentation." International journal of computer assisted radiology and surgery, 2023.
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Yan Hu, Zhongxi Qiu, Dan Zeng, Li Jiang, Chen Lin, Jiang Liu, "Supervessel: Segmenting high-resolution vessel from low-resolution retinal image." In the proceedings of Chinese Conference on Pattern Recognition and Computer Vision (PRCV), 2022.
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Junyong Shen, Yan Hu, Xiaoqing Zhang, Zhongxi Qiu, Tingming Deng, Yanwu Xu, Jiang Liu, "Interaction-oriented feature decomposition for medical image lesion detection." In the proceedings of International Conference on Medical Image Computing and Computer-Assisted Intervention, 2022.
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Jiayi Zhang, Xiaoshan Chen, Zhongxi Qiu, Mingming Yang, Yan Hu, Jiang Liu, "Hard exudate segmentation supplemented by super-resolution with multi-scale attention fusion module." In the proceedings of 2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2022.
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Zhongxi Qiu, Yan Hu, Jiayi Zhang, Xiaoshan Chen, Jiang Liu, "FGAM: a pluggable light-weight attention module for medical image segmentation." Computers in Biology and Medicine, 2022.
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Haojin Li, Heng Li, Zhongxi Qiu, Yan Hu, Jiang Liu, "Domain adaptive retinal vessel segmentation guided by high-frequency component." In the proceedings of International Workshop on Ophthalmic Medical Image Analysis, 2022.
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Yiming Wang, Zhongxi Qiu, Yan Hu, Hao Chen, Fangfu Ye, Jiang Liu, "Surgical instrument segmentation based on multi-scale and multi-level feature network." In the proceedings of 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2021.
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Zhongxi Qiu, Xiaofeng He, Lingna Chen, Hualing Liu, LianPeng Zuo, "Generating adversarial samples with convolutional neural network." In the proceedings of Proceedings of the 2019 the International Conference on Pattern Recognition and Artificial Intelligence, 2019.
Projects
Research on the Construction of Prediction Model and Prevention Platform of Eye Blinding Diseases based on Multi Modalities Big Data
Funding:Natural Science Foundation of Guangdong Province
Duration: 2020 - 2024
Role: Key member
Research of Retinal Vessel Injection Guide Method based on 3D fundus model
Funding: Shenzhen Science and Technology Innovation Commission
Duration: Jan. 2022 - Jan. 2024
Role:Key member
Development of Deep Learning based Scleral Spur Locating System
Funding: iMed
Duration:Jun. 2020 - Sep. 2020
Role: Project Participant
Research on the Correlation of Curriculum and Major based on Career Orientation
Funding: University of South China
Duration: 2018 - 2020
Role: Project Leader