Published in arXiv preprint arXiv:2402.12844, 2024
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Recommended citation: Wenjun Hou, Yi Cheng, Kaishuai Xu, Yan Hu, Wenjie Li, Jiang Liu, "ICON: Improving Inter-Report Consistency of Radiology Report Generation via Lesion-aware Mix-up Augmentation." arXiv preprint arXiv:2402.12844, 2024.
Published in IEEE Transactions on Medical Imaging, 2024
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Recommended citation: Wenjun Lin, Yan Hu, Huazhu Fu, Mingming Yang, Chin-Boon Chng, Ryo Kawasaki, Cheekong Chui, Jiang Liu, "Instrument-tissue Interaction Detection Framework for Surgical Video Understanding." IEEE Transactions on Medical Imaging, 2024.
Published in arXiv preprint arXiv:2403.16502, 2024
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Recommended citation: Qiushi Nie, Xiaoqing Zhang, Yan Hu, Mingdao Gong, Jiang Liu, "Medical Image Registration and Its Application in Retinal Images: A Review." arXiv preprint arXiv:2403.16502, 2024.
Published in Medical Image Analysis, 2023
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Recommended citation: Heng Li, Haofeng Liu, Huazhu Fu, Yanwu Xu, Hai Shu, Ke Niu, Yan Hu, Jiang Liu, "A generic fundus image enhancement network boosted by frequency self-supervised representation learning." Medical Image Analysis, 2023.
Published in In the proceedings of International Conference on Medical Image Computing and Computer-Assisted Intervention, 2023
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Recommended citation: Luoying Hao, Yan Hu, Wenjun Lin, Qun Wang, Heng Li, Huazhu Fu, Jinming Duan, Jiang Liu, "ACT-Net: Anchor-Context Action Detection in Surgery Videos." In the proceedings of International Conference on Medical Image Computing and Computer-Assisted Intervention, 2023.
Published in International Journal of Computer Assisted Radiology and Surgery, 2023
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Recommended citation: 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.
Published in Biomedical Signal Processing and Control, 2023
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Recommended citation: Jiansheng Fang, Ming Zeng, Xiaoqing Zhang, Hongbo Liu, Yitian Zhao, Peng Zhang, Hong Yang, Junling Liu, Hanpei Miao, Yan Hu, others, "Deep metric learning with mirror attention and fine triplet loss for fundus image retrieval in ophthalmology." Biomedical Signal Processing and Control, 2023.
Published in IEEE Transactions on Medical Imaging, 2023
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Recommended citation: 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.
Published in In the proceedings of International Conference on Medical Image Computing and Computer-Assisted Intervention, 2023
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Recommended citation: Heng Li, Haojin Li, Wei Zhao, Huazhu Fu, Xiuyun Su, Yan Hu, Jiang Liu, "Frequency-mixed single-source domain generalization for medical image segmentation." In the proceedings of International Conference on Medical Image Computing and Computer-Assisted Intervention, 2023.
Published in arXiv preprint arXiv:2304.13425, 2023
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Recommended citation: Zhongxi Qiu, Yan Hu, Heng Li, Jiang Liu, "Learnable ophthalmology sam." arXiv preprint arXiv:2304.13425, 2023.
Published in In the proceedings of International Conference on Medical Image Computing and Computer-Assisted Intervention, 2023
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Recommended citation: Jiaqi Zhang, Yan Hu, Xiaojuan Qi, Ting Meng, Lihui Wang, Huazhu Fu, Mingming Yang, Jiang Liu, "Polar Eyeball Shape Net for 3D Posterior Ocular Shape Representation." In the proceedings of International Conference on Medical Image Computing and Computer-Assisted Intervention, 2023.
Published in IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023
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Recommended citation: 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.
Published in BMC ophthalmology, 2023
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Recommended citation: 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.
Published in In the proceedings of 2023 6th International Conference on Information Communication and Signal Processing (ICICSP), 2023
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Recommended citation: Yan Hu, Shuwen Dong, Mingdao Gong, Qiushi Nie, Jiang Liu, "Self-Supervised Structure-Preserved Image Registration Framework for Multimodal Retinal Images." In the proceedings of 2023 6th International Conference on Information Communication and Signal Processing (ICICSP), 2023.
Published in Computers in Biology and Medicine, 2023
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Recommended citation: Junyong Shen, Yan Hu, Xiaoqing Zhang, Yan Gong, Ryo Kawasaki, Jiang Liu, "Structure-Oriented Transformer for retinal diseases grading from OCT images." Computers in Biology and Medicine, 2023.
Published in In the proceedings of 2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2023
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Recommended citation: Yingquan Zhou, Zhongxi Qiu, Mingming Yang, Yan Hu, Jiang Liu, "Synthetic Monocular Depth Estimation Dataset for Cataract Surgery Assistance." In the proceedings of 2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2023.
Published in IEEE Transactions on Medical Imaging, 2022
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Recommended citation: Heng Li, Haofeng Liu, Yan Hu, Huazhu Fu, Yitian Zhao, Hanpei Miao, Jiang Liu, "An annotation-free restoration network for cataractous fundus images." IEEE Transactions on Medical Imaging, 2022.
Published in Medical Image Analysis, 2022
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Recommended citation: Xiaoqing Zhang, Zunjie Xiao, Huazhu Fu, Yan Hu, Jin Yuan, Yanwu Xu, Risa Higashita, Jiang Liu, "Attention to region: Region-based integration-and-recalibration networks for nuclear cataract classification using AS-OCT images." Medical Image Analysis, 2022.
Published in In the proceedings of International Conference on Medical Image Computing and Computer-Assisted Intervention, 2022
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Recommended citation: Haofeng Liu, Heng Li, Huazhu Fu, Ruoxiu Xiao, Yunshu Gao, Yan Hu, Jiang Liu, "Degradation-invariant enhancement of fundus images via pyramid constraint network." In the proceedings of International Conference on Medical Image Computing and Computer-Assisted Intervention, 2022.
Published in Eye and Vision, 2022
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Recommended citation: Luoying Hao, Yan Hu, Yanwu Xu, Huazhu Fu, Hanpei Miao, Ce Zheng, Jiang Liu, "Dynamic analysis of iris changes and a deep learning system for automated angle-closure classification based on AS-OCT videos." Eye and Vision, 2022.
Published in Computers in Biology and Medicine, 2022
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Recommended citation: 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.
Published in In the proceedings of International Conference on Medical Image Computing and Computer-Assisted Intervention, 2022
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Recommended citation: Wenjun Lin, Yan Hu, Luoying Hao, Dan Zhou, Mingming Yang, Huazhu Fu, Cheekong Chui, Jiang Liu, "Instrument-tissue interaction quintuple detection in surgery videos." In the proceedings of International Conference on Medical Image Computing and Computer-Assisted Intervention, 2022.
Published in In the proceedings of International Conference on Medical Image Computing and Computer-Assisted Intervention, 2022
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Recommended citation: 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.
Published in Machine Intelligence Research, 2022
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Recommended citation: Xiao-Qing Zhang, Yan Hu, Zun-Jie Xiao, Jian-Sheng Fang, Risa Higashita, Jiang Liu, "Machine learning for cataract classification/grading on ophthalmic imaging modalities: A survey." Machine Intelligence Research, 2022.
Published in In the proceedings of International Conference on Medical Image Computing and Computer-Assisted Intervention, 2022
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Recommended citation: Heng Li, Haofeng Liu, Huazhu Fu, Hai Shu, Yitian Zhao, Xiaoling Luo, Yan Hu, Jiang Liu, "Structure-consistent restoration network for cataract fundus image enhancement." In the proceedings of International Conference on Medical Image Computing and Computer-Assisted Intervention, 2022.
Published in In the proceedings of Chinese Conference on Pattern Recognition and Computer Vision (PRCV), 2022
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Recommended citation: 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.
Published in In the proceedings of International Conference on Medical Image Computing and Computer-Assisted Intervention, 2022
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Recommended citation: Yanmiao Bai, Jinkui Hao, Huazhu Fu, Yan Hu, Xinting Ge, Jiang Liu, Yitian Zhao, Jiong Zhang, "Unsupervised lesion-aware transfer learning for diabetic retinopathy grading in ultra-wide-field fundus photography." In the proceedings of International Conference on Medical Image Computing and Computer-Assisted Intervention, 2022.
Published in Scientific Reports, 2021
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Recommended citation: Yan Hu, Jianfeng Ren, Jianlong Yang, Ruibing Bai, Jiang Liu, "Noise reduction by adaptive-sin filtering for retinal oct images." Scientific Reports, 2021.
Published in IEEE Transactions on Medical Imaging, 2021
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Recommended citation: Yuhui Ma, Jiang Liu, Yonghuai Liu, Huazhu Fu, Yan Hu, Jun Cheng, Hong Qi, Yufei Wu, Jiong Zhang, Yitian Zhao, "Structure and illumination constrained GAN for medical image enhancement." IEEE Transactions on Medical Imaging, 2021.
Published in In the proceedings of 2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2020
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Recommended citation: Jiansheng Fang, Yanwu Xu, Xiaoqing Zhang, Yan Hu, Jiang Liu, "Attention-based saliency hashing for ophthalmic image retrieval." In the proceedings of 2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2020.
Published in IEEE Journal of Biomedical and Health Informatics, 2020
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Recommended citation: Huihong Zhang, Jianlong Yang, Kang Zhou, Fei Li, Yan Hu, Yitian Zhao, Ce Zheng, Xiulan Zhang, Jiang Liu, "Automatic segmentation and visualization of choroid in OCT with knowledge infused deep learning." IEEE Journal of Biomedical and Health Informatics, 2020.
Published in In the proceedings of Medical Image Computing and Computer Assisted Intervention--MICCAI 2020: 23rd International Conference, Lima, Peru, October 4--8, 2020, Proceedings, Part VI 23, 2020
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Recommended citation: Jianyang Xie, Yonghuai Liu, Yalin Zheng, Pan Su, Yan Hu, Jianlong Yang, Jiang Liu, Yitian Zhao, "Classification of retinal vessels into artery-vein in OCT angiography guided by fundus images." In the proceedings of Medical Image Computing and Computer Assisted Intervention--MICCAI 2020: 23rd International Conference, Lima, Peru, October 4--8, 2020, Proceedings, Part VI 23, 2020.
Published in In the proceedings of 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI), 2020
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Recommended citation: Yan Hu, Jianlong Yang, Jun Cheng, Jiang Liu, "Noise redistribution and 3D shearlet filtering for speckle reduction in optical coherence tomography." In the proceedings of 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI), 2020.
Published in In the proceedings of Medical Image Computing and Computer Assisted Intervention--MICCAI 2020: 23rd International Conference, Lima, Peru, October 4--8, 2020, Proceedings, Part V 23, 2020
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Recommended citation: Jinkui Hao, Huazhu Fu, Yanwu Xu, Yan Hu, Fei Li, Xiulan Zhang, Jiang Liu, Yitian Zhao, "Reconstruction and quantification of 3d iris surface for angle-closure glaucoma detection in anterior segment oct." In the proceedings of Medical Image Computing and Computer Assisted Intervention--MICCAI 2020: 23rd International Conference, Lima, Peru, October 4--8, 2020, Proceedings, Part V 23, 2020.
Published in Artificial intelligence in medicine, 2020
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Recommended citation: Qifeng Yan, Bang Chen, Yan Hu, Jun Cheng, Yan Gong, Jianlong Yang, Jiang Liu, Yitian Zhao, "Speckle reduction of OCT via super resolution reconstruction and its application on retinal layer segmentation." Artificial intelligence in medicine, 2020.
Published in Optics Letters, 2020
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Recommended citation: Jianlong Yang, Yan Hu, Liyang Fang, Jun Cheng, Jiang Liu, "Universal digital filtering for denoising volumetric retinal OCT and OCT angiography in 3D shearlet domain." Optics Letters, 2020.
Published in Optics Express, 2017
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Recommended citation: Y Hu, K Masamune, "Flexible laser endoscope for minimally invasive photodynamic diagnosis (PDD) and therapy (PDT) toward efficient tumor removal." Optics Express, 2017.
Published in Applied Optics, 2016
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Recommended citation: Yan Hu, Ken Masamune, "Flexible coaxial laser endoscope with arbitrarily selected spots in endoscopic view for photodynamic tumor therapy." Applied Optics, 2016.
Published in International Journal of Optomechatronics, 2014
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Recommended citation: Yan Hu, Noriaki Yamanaka, Ken Masamune, "Automatic tracking algorithm in coaxial near-infrared laser ablation endoscope for fetus surgery." International Journal of Optomechatronics, 2014.