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ORCIDJiang Liu 0001
Jimmy Jiang Liu
Person information
- affiliation: Southern University of Science and Technology, Department of Computer Science, Shenzhen, China
- affiliation (2016 - 2019): Chinese Academy of Sciences, Ningbo Institute of Industrial Technology / Cixi Institute of Biomedical Engineering, China
- affiliation (2007 - 2016): Institute for Infocomm Research, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore
- affiliation (former): National University of Singapore, Singapore
Other persons with the same name
- Jiang Liu — disambiguation page
- Jiang Liu 0002 — Nanyang Technological University, Singapore
- Jiang Liu 0003 — University of Auckland, NZ
- Jiang Liu 0004 — Tsinghua University, Department of Electronic Engineering, Beijing, China
- Jiang Liu 0005
![[0000-0003-0613-0298]](https://dblp1.uni-trier.de/img/orcid-mark.12x12.png "0000-0003-0613-0298")
— Waseda University, Tokyo, Japan (and 1 more) - Jiang Liu 0006 — Lishui University, China
- Jiang Liu 0007 — Beijing Engineering Research Center of EMC and GNSS Technology for Rail Transportation, China (and 2 more)
- Jiang Liu 0009 — Chinese Academy of Sciences, Chongqing Institute of Green and Intelligent Technology, China
- Jiang Liu 0010 — Beijing University of Posts and Telecommunications, School of Information and Communication Engineering, China
- Jiang Liu 0011 — Chongqing University of Posts and Telecommunications, Chongqing Key Laboratory of Signal and Information Processing, China
- Jiang Liu 0012 — Information Science Technology Institute, Zhengzhou, China
- Jiang Liu 0013 — Chinese Academy of Sciences, Beijing Institute of Genomics, China
- Jiang Liu 0014 — Johns Hopkins University, JHU, Department of Electrical and Computer Engineering, Baltimore, MD, USA
- Jiang Liu 0015 — Xi'an University of Technology, Department of Electrical Engineering, China
- Jiang Liu 0016 — Chinese Academy of Sciences, China National Center for Bioinformation, Beijing, China
- Jiang Liu 0017 — University of Paris-Saclay, France
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2020 – today
- 2023
[j67]Qifeng Yan, Yuanyuan Gu, Jinyu Zhao, Wenjun Wu, Yuhui Ma, Jiang Liu, Jiong Zhang, Yitian Zhao:
Automatic choroid layer segmentation in OCT images via context efficient adaptive network. Appl. Intell. 53(5): 5554-5566 (2023)- [j66]Jiansheng Fang, Ming Zeng, Xiaoqing Zhang, Hongbo Liu, Yitian Zhao, Peng Zhang, Hong Yang, Junling Liu, Hanpei Miao, Yan Hu, Jiang Liu:
Deep metric learning with mirror attention and fine triplet loss for fundus image retrieval in ophthalmology. Biomed. Signal Process. Control. 80(Part): 104277 (2023) - [j65]Junyong Shen, Yan Hu, Xiaoqing Zhang, Yan Gong, Ryo Kawasaki, Jiang Liu:
Structure-Oriented Transformer for retinal diseases grading from OCT images. Comput. Biol. Medicine 152: 106445 (2023) - [j64]Huihui Fang, Pengshuai Yin, Huanxin Chen, Yupeng Fang, Wan Chen, Jin Yuan, Risa Higashita, Jiang Liu, Yanwu Xu:
Lens structure segmentation from AS-OCT images via shape-based learning. Comput. Methods Programs Biomed. 230: 107322 (2023) - [j63]Hao Jiang, Yanning Zhou, Yi Lin, Ronald C. K. Chan, Jiang Liu, Hao Chen:
Deep learning for computational cytology: A survey. Medical Image Anal. 84: 102691 (2023) - [j62]Hongyang Jiang, Mengdi Gao, Heng Li, Richu Jin, Hanpei Miao, Jiang Liu:
Multi-Learner Based Deep Meta-Learning for Few-Shot Medical Image Classification. IEEE J. Biomed. Health Informatics 27(1): 17-28 (2023) - [i41]Xiaoqing Zhang, Zunjie Xiao, Xiao Wu, Jiansheng Fang, Junyong Shen, Yan Hu, Risa Higashita, Jiang Liu:
PPCR: Learning Pyramid Pixel Context Recalibration Module for Medical Image Classification. CoRR abs/2303.01917 (2023) - 2022
- [j61]Zhongxi Qiu, Yan Hu, Jiayi Zhang, Xiaoshan Chen, Jiang Liu:
FGAM: A pluggable light-weight attention module for medical image segmentation. Comput. Biol. Medicine 146: 105628 (2022) - [j60]Xiaoqing Zhang, Zunjie Xiao, Xiaoling Li, Xiao Wu, Hanxi Sun, Jin Yuan, Risa Higashita, Jiang Liu:
Mixed pyramid attention network for nuclear cataract classification based on anterior segment OCT images. Health Inf. Sci. Syst. 10(1): 3 (2022) - [j59]Xiaoqing Zhang, Yan Hu, Zunjie Xiao, Jiansheng Fang, Risa Higashita, Jiang Liu:
Machine Learning for Cataract Classification/Grading on Ophthalmic Imaging Modalities: A Survey. Int. J. Autom. Comput. 19(3): 184-208 (2022) - [j58]Jiansheng Fang, Dan Zeng, Xiao Yan, Yubing Zhang, Hongbo Liu, Bo Tang, Ming Yang, Jiang Liu:
Combating spatial redundancy with spectral norm attention in convolutional learners. Neurocomputing 511: 105-116 (2022) - [j57]Xiaoqing Zhang, Zunjie Xiao, Risa Higashita, Yan Hu, Wan Chen, Jin Yuan, Jiang Liu:
Adaptive feature squeeze network for nuclear cataract classification in AS-OCT image. J. Biomed. Informatics 128: 104037 (2022) - [j56]Xiaoqing Zhang, Zunjie Xiao, Lingxi Hu, Gelei Xu, Risa Higashita, Wan Chen, Jin Yuan, Jiang Liu:
CCA-Net: Clinical-awareness attention network for nuclear cataract classification in AS-OCT. Knowl. Based Syst. 250: 109109 (2022) - [j55]Jinkui Hao, Jiang Liu, Ella Pereira, Ri Liu, Jiong Zhang, Yangfan Zhang, Kun Yan, Yan Gong, Jianjun Zheng, Jingfeng Zhang, Yonghuai Liu, Yitian Zhao:
Uncertainty-guided graph attention network for parapneumonic effusion diagnosis. Medical Image Anal. 75: 102217 (2022) - [j54]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 Anal. 80: 102499 (2022) - [j53]Likun Xia, Hao Zhang, Yufei Wu, Ran Song, Yuhui Ma, Lei Mou, Jiang Liu, Yixuan Xie, Ming Ma, Yitian Zhao:
3D vessel-like structure segmentation in medical images by an edge-reinforced network. Medical Image Anal. 82: 102581 (2022) - [j52]Mengjie Guo, Hengrong Lan, Changchun Yang, Jiang Liu, Fei Gao:
AS-Net: Fast Photoacoustic Reconstruction With Multi-Feature Fusion From Sparse Data. IEEE Trans. Computational Imaging 8: 215-223 (2022) - [j51]Jinkui Hao, Fei Li, Huaying Hao, Huazhu Fu, Yanwu Xu, Risa Higashita, Xiulan Zhang, Jiang Liu, Yitian Zhao:
Hybrid Variation-Aware Network for Angle-Closure Assessment in AS-OCT. IEEE Trans. Medical Imaging 41(2): 254-265 (2022) - [j50]Kang Zhou, Jing Li, Weixin Luo, Zhengxin Li, Jianlong Yang, Huazhu Fu, Jun Cheng, Jiang Liu, Shenghua Gao:
Proxy-Bridged Image Reconstruction Network for Anomaly Detection in Medical Images. IEEE Trans. Medical Imaging 41(3): 582-594 (2022) - [j49]Heng Li, Haofeng Liu, Yan Hu, Huazhu Fu, Yitian Zhao, Hanpei Miao, Jiang Liu:
An Annotation-Free Restoration Network for Cataractous Fundus Images. IEEE Trans. Medical Imaging 41(7): 1699-1710 (2022) - [j48]Lei Mou, Hong Qi, Yonghuai Liu, Yalin Zheng, Peter Matthew, Pan Su, Jiang Liu, Jiong Zhang, Yitian Zhao:
DeepGrading: Deep Learning Grading of Corneal Nerve Tortuosity. IEEE Trans. Medical Imaging 41(8): 2079-2091 (2022) - [j47]Jinkui Hao, Ting Shen, Xueli Zhu, Yonghuai Liu, Ardhendu Behera, Dan Zhang, Bang Chen, Jiang Liu, Jiong Zhang, Yitian Zhao:
Retinal Structure Detection in OCTA Image via Voting-Based Multitask Learning. IEEE Trans. Medical Imaging 41(12): 3969-3980 (2022) - [j46]Kang Zhou, Jing Li, Yuting Xiao, Jianlong Yang, Jun Cheng, Wen Liu, Weixin Luo, Jiang Liu, Shenghua Gao:
Memorizing Structure-Texture Correspondence for Image Anomaly Detection. IEEE Trans. Neural Networks Learn. Syst. 33(6): 2335-2349 (2022) - [c199]Jingye Li, Hao Fei, Jiang Liu, Shengqiong Wu, Meishan Zhang, Chong Teng, Donghong Ji, Fei Li:
Unified Named Entity Recognition as Word-Word Relation Classification. AAAI 2022: 10965-10973 - [c198]Na Zeng, Jiansheng Fang, Xingyue Wang, Xiaoxi Lu, Jingqi Huang, Hanpei Miao, Jiang Liu:
Factoring 3D Convolutions for Medical Images by Depth-wise Dependencies-induced Adaptive Attention. BIBM 2022: 883-886 - [c197]Xingyue Wang, Jiansheng Fang, Na Zeng, Jingqi Huang, Hanpei Miao, William Robert Kwapong, Ziyi Zhang, Shuting Zhang, Jiang Liu:
Reassembling Consistent-Complementary Constraints in Triplet Network for Multi-view Learning of Medical Images. BIBM 2022: 1235-1240 - [c196]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. BIBM 2022: 1375-1380 - [c195]Kuang Shu, Heng Li, Jie Cheng, Qinghai Guo, Luziwei Leng, Jianxing Liao, Yan Hu, Jiang Liu:
Replay-Oriented Gradient Projection Memory for Continual Learning in Medical Scenarios. BIBM 2022: 1724-1729 - [c194]Haofeng Liu, Haojin Li, Xiaoxuan Wang, Heng Li, Mingyang Ou, Luoying Hao, Yan Hu, Jiang Liu:
Understanding How Fundus Image Quality Degradation Affects CNN-based Diagnosis. EMBC 2022: 438-442 - [c193]Mingyang Ou, Heng Li, Haofeng Liu, Xiaoxuan Wang, Chenlang Yi, Luoying Hao, Yan Hu, Jiang Liu:
MVD-Net: Semantic Segmentation of Cataract Surgery Using Multi-View Learning. EMBC 2022: 5035-5038 - [c192]Jialu Zhang, Qian Zhang, Jianfeng Ren, Yitian Zhao, Jiang Liu:
Spatial-Context-Aware Deep Neural Network for Multi-Class Image Classification. ICASSP 2022: 1960-1964 - [c191]Xiaoxi Lu, Xingyue Wang, Jiansheng Fang, Na Zeng, Yao Xiang, Jingfeng Zhang, Jianjun Zheng, Jiang Liu:
Pulmonary Nodule Detection Based on RPN with Squeeze-and-Excitation Block. ICCCV 2022: 85-92 - [c190]Xiaoqing Zhang, Gelei Xu, Junyong Shen, Zunjie Xiao, Qiuyang Yan, Jin Yuan, Risa Higashita, Jiang Liu:
Channel-Wise and Spatial Feature Recalibration Network for Nuclear Cataract Classification. ICME 2022: 1-6 - [c189]Heng Li, Haofeng Liu, Xiaoxuan Wang, Chenlang Yi, Hao Chen, Yan Hu, Jiang Liu:
Sample Alignment for Image-to-Image Translation Based Medical Domain Adaptation. ISBI 2022: 1-5 - [c188]Haofeng Liu, Heng Li, Mingyang Ou, Yitian Zhao, Hong Qi, Yan Hu, Jiang Liu:
Domain Generalization in Restoration of Cataract Fundus Images Via High-Frequency Components. ISBI 2022: 1-5 - [c187]Ming Zeng, Na Zeng, Jiansheng Fang, Jiang Liu:
Factorized Convolution with Spectral Normalization for Fundus Screening. ISBI 2022: 1-5 - [c186]Xinyi Zhou, Louying Hao, Qiushi Nie, Yingquan Zhou, Lihui Wang, Yan Hu, Jiang Liu:
A Novel Multi-Focus Fusion Network for Retinal Microsurgery. ISBI 2022: 1-5 - [c185]Haili Ye, Hanpei Miao, Jiang Liu, Dahan Wang, Heng Li:
Temporal Context Framework for Endoscopy Artefact Segmentation and Detection. EndoCV@ISBI 2022: 40-45 - [c184]Haojin Li, Heng Li, Zhongxi Qiu, Yan Hu, Jiang Liu:
Domain Adaptive Retinal Vessel Segmentation Guided by High-frequency Component. OMIA@MICCAI 2022: 115-124 - [c183]Jiansheng Fang, Anwei Li, Pu-Yun OuYang, Jiajian Li, Jingwen Wang, Hongbo Liu, Fang-Yun Xie, Jiang Liu:
Weighted Concordance Index Loss-Based Multimodal Survival Modeling for Radiation Encephalopathy Assessment in Nasopharyngeal Carcinoma Radiotherapy. MICCAI (8) 2022: 191-201 - [c182]Junyong Shen, Yan Hu, Xiaoqing Zhang, Zhongxi Qiu, Tingming Deng, Yanwu Xu, Jiang Liu:
Interaction-Oriented Feature Decomposition for Medical Image Lesion Detection. MICCAI (3) 2022: 324-333 - [c181]Wenjun Lin, Yan Hu, Luoying Hao, Dan Zhou, Mingming Yang, Huazhu Fu, Cheekong Chui, Jiang Liu:
Instrument-tissue Interaction Quintuple Detection in Surgery Videos. MICCAI (8) 2022: 399-409 - [c180]Jiansheng Fang, Jingwen Wang, Anwei Li, Yuguang Yan, Yonghe Hou, Chao Song, Hongbo Liu, Jiang Liu:
Siamese Encoder-based Spatial-Temporal Mixer for Growth Trend Prediction of Lung Nodules on CT Scans. MICCAI (1) 2022: 484-494 - [c179]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. MICCAI (2) 2022: 487-496 - [c178]Haofeng Liu, Heng Li, Huazhu Fu, Ruoxiu Xiao, Yunshu Gao, Yan Hu, Jiang Liu:
Degradation-Invariant Enhancement of Fundus Images via Pyramid Constraint Network. MICCAI (2) 2022: 507-516 - [c177]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. MICCAI (2) 2022: 560-570 - [c176]Xingyue Wang, Heng Li, Zunjie Xiao, Huazhu Fu, Yitian Zhao, Richu Jin, Shuting Zhang, William Robert Kwapong, Ziyi Zhang, Hanpei Miao, Jiang Liu:
Screening of Dementia on OCTA Images via Multi-projection Consistency and Complementarity. MICCAI (2) 2022: 688-698 - [c175]Yan Hu, Zhongxi Qiu, Dan Zeng, Li Jiang, Chen Lin, Jiang Liu:
SuperVessel: Segmenting High-Resolution Vessel from Low-Resolution Retinal Image. PRCV (2) 2022: 178-190 - [c174]Zunjie Xiao, Xiaoqing Zhang, Qingyang Sun, Zhuofei Wei, Gelei Xu, Jin Yuan, Risa Higashita, Jiang Liu:
A Novel Local-Global Spatial Attention Network for Cortical Cataract Classification in AS-OCT. PRCV (2) 2022: 262-273 - [i40]Hao Jiang, Yanning Zhou, Yi Lin, Ronald C. K. Chan, Jiang Liu, Hao Chen:
Deep Learning for Computational Cytology: A Survey. CoRR abs/2202.05126 (2022) - [i39]Heng Li, Haofeng Liu, Yan Hu, Huazhu Fu, Yitian Zhao, Hanpei Miao, Jiang Liu:
An Annotation-free Restoration Network for Cataractous Fundus Images. CoRR abs/2203.07737 (2022) - [i38]Jiansheng Fang, Jingwen Wang, Anwei Li, Yuguang Yan, Yonghe Hou, Chao Song, Hongbo Liu, Jiang Liu:
Siamese Encoder-based Spatial-Temporal Mixer for Growth Trend Prediction of Lung Nodules on CT Scans. CoRR abs/2206.03049 (2022) - [i37]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. CoRR abs/2206.04684 (2022) - [i36]Jiansheng Fang, Anwei Li, Pu-Yun OuYang, Jiajian Li, Jingwen Wang, Hongbo Liu, Fang-Yun Xie, Jiang Liu:
Weighted Concordance Index Loss-based Multimodal Survival Modeling for Radiation Encephalopathy Assessment in Nasopharyngeal Carcinoma Radiotherapy. CoRR abs/2206.11458 (2022) - [i35]Yan Hu, Zhongxi Qiu, Dan Zeng, Li Jiang, Chen Lin, Jiang Liu:
SuperVessel: Segmenting High-resolution Vessel from Low-resolution Retinal Image. CoRR abs/2207.13882 (2022) - [i34]Jinkui Hao, Ting Shen, Xueli Zhu, Yonghuai Liu, Ardhendu Behera, Dan Zhang, Bang Chen, Jiang Liu, Jiong Zhang, Yitian Zhao:
Retinal Structure Detection in OCTA Image via Voting-based Multi-task Learning. CoRR abs/2208.10745 (2022) - [i33]Haofeng Liu, Heng Li, Huazhu Fu, Ruoxiu Xiao, Yunshu Gao, Yan Hu, Jiang Liu:
Degradation-invariant Enhancement of Fundus Images via Pyramid Constraint Network. CoRR abs/2210.09606 (2022) - [i32]Jiang Liu, Donghong Ji, Jingye Li, Dongdong Xie, Chong Teng, Liang Zhao, Fei Li:
TOE: A Grid-Tagging Discontinuous NER Model Enhanced by Embedding Tag/Word Relations and More Fine-Grained Tags. CoRR abs/2211.00684 (2022) - [i31]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. CoRR abs/2211.09404 (2022) - 2021
- [j45]Jiansheng Fang, Yanwu Xu, Yitian Zhao, Yuguang Yan, Junling Liu, Jiang Liu:
Weighing features of lung and heart regions for thoracic disease classification. BMC Medical Imaging 21(1): 99 (2021) - [j44]Pengshuai Yin, Yanwu Xu, Jinhui Zhu, Jiang Liu, Chang'an Yi, Huichou Huang, Qingyao Wu:
Deep level set learning for optic disc and cup segmentation. Neurocomputing 464: 330-341 (2021) - [j43]Lei Mou, Yitian Zhao, Huazhu Fu, Yonghuai Liu, Jun Cheng, Yalin Zheng, Pan Su, Jianlong Yang, Li Chen, Alejandro F. Frangi, Masahiro Akiba, Jiang Liu:
CS2-Net: Deep learning segmentation of curvilinear structures in medical imaging. Medical Image Anal. 67: 101874 (2021) - [j42]Huaying Hao, Yitian Zhao, Qifeng Yan, Risa Higashita, Jiong Zhang, Yifan Zhao, Yanwu Xu, Fei Li, Xiulan Zhang, Jiang Liu:
Angle-closure assessment in anterior segment OCT images via deep learning. Medical Image Anal. 69: 101956 (2021) - [j41]Jiansheng Fang, Huazhu Fu, Jiang Liu:
Deep triplet hashing network for case-based medical image retrieval. Medical Image Anal. 69: 101981 (2021) - [j40]Jiansheng Fang, Huazhu Fu, Dan Zeng, Xiao Yan, Yuguang Yan, Jiang Liu:
Combating Ambiguity for Hash-Code Learning in Medical Instance Retrieval. IEEE J. Biomed. Health Informatics 25(10): 3943-3954 (2021) - [j39]Yuhui Ma, Huaying Hao, Jianyang Xie, Huazhu Fu, Jiong Zhang, Jianlong Yang, Zhen Wang, Jiang Liu, Yalin Zheng, Yitian Zhao:
ROSE: A Retinal OCT-Angiography Vessel Segmentation Dataset and New Model. IEEE Trans. Medical Imaging 40(3): 928-939 (2021) - [j38]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 Trans. Medical Imaging 40(12): 3955-3967 (2021) - [c173]Zhiwei Chen, Wenqiang Luo, Qi Zhang, Baiying Lei, Tianfu Wang, Zhong Chen, Yuan Fu, Peidong Guo, Changchuan Li, Teng Ma, Yue Ding, Jiang Liu:
Osteoporosis Diagnosis Based on Ultrasound Radio Frequency Signal via Multi-channel Convolutional Neural Network. EMBC 2021: 832-835 - [c172]Yiming Wang, Zhongxi Qiu, Yan Hu, Hao Chen, Fangfu Ye, Jiang Liu:
Surgical instrument segmentation based on multi-scale and multi-level feature network. EMBC 2021: 2672-2675 - [c171]Xiaoqing Zhang, Jiaqi Wei, Shengjie Ye, Zunjie Xiao, Yan Hu, Jigen Tang, Jiang Liu:
Multimedia Meets Archaeology: A Novel Interdisciplinary Teaching Approach. FIE 2021: 1-8 - [c170]Hao Qiu, Pan Su, Shanshan Jiang, Xingyu Yue, Yitian Zhao, Jiang Liu:
Learning from Human Uncertainty by Choquet Integral for Optic Disc Segmentation. ICCCV 2021: 7-12 - [c169]Ming Zeng, Jiansheng Fang, Hanpei Miao, Tianyang Zhang, Jiang Liu:
A Multi-Scale Self-Attention Network for Diabetic Retinopathy Retrieval. ICCCV 2021: 101-106 - [c168]Chenglin Yao, Shihe Wang, Jialu Zhang, Wentao He, Heshan Du, Jianfeng Ren, Ruibin Bai, Jiang Liu:
rPPG-Based Spoofing Detection for Face Mask Attack using Efficientnet on Weighted Spatial-Temporal Representation. ICIP 2021: 3872-3876 - [c167]Zunjie Xiao, Xiaoqing Zhang, Risa Higashita, Yan Hu, Jin Yuan, Wan Chen, Jiang Liu:
Gated Channel Attention Network for Cataract Classification on AS-OCT Image. ICONIP (3) 2021: 357-368 - [c166]Yang Zhang, Risa Higashita, Guodong Long, Rong Li, Daisuke Santo, Jiang Liu:
Hierarchical Features Integration and Attention Iteration Network for Juvenile Refractive Power Prediction. ICONIP (2) 2021: 479-490 - [c165]Juan Du, Xiaoqing Zhang, Kailun Jiang, Yufan Hu, Jigen Tang, Jiang Liu, E. Henian:
Cultural Heritage Preservation using Multimedia and AI. iPRES 2021 - [c164]Heng Li, Haofeng Liu, Yan Hu, Risa Higashita, Yitian Zhao, Hong Qi, Jiang Liu:
Restoration Of Cataract Fundus Images Via Unsupervised Domain Adaptation. ISBI 2021: 516-520 - [c163]Shuai Yu, Jianyang Xie, Jinkui Hao, Yalin Zheng, Jiong Zhang, Yan Hu, Jiang Liu, Yitian Zhao:
3D Vessel Reconstruction In Oct-Angiography Via Depth Map Estimation. ISBI 2021: 1609-1613 - [c162]Zhenjie Chai, Jianlong Yang, Kang Zhou, Zhi Chen, Yitian Zhao, Shenghua Gao, Jiang Liu:
Memory-Assisted Dual-End Adaptation Network For Choroid Segmentation In Multi-Domain Optical Coherence Tomography. ISBI 2021: 1614-1617 - [c161]Shuai Yu, Yonghuai Liu, Jiong Zhang, Jianyang Xie, Yalin Zheng, Jiang Liu, Yitian Zhao:
Cross-Domain Depth Estimation Network for 3D Vessel Reconstruction in OCT Angiography. MICCAI (8) 2021: 13-23 - [c160]Jingyu Zhao, Jiong Zhang, Bin Deng, Yalin Zheng, Jiang Liu, Ran Song, Yitian Zhao:
Guided Adversarial Adaptation Network for Retinal and Choroidal Layer Segmentation. OMIA@MICCAI 2021: 82-91 - [c159]Yang Zhang, Risa Higashita, Yanwu Xu, Daisuke Santo, Yan Hu, Guodong Long, Jiang Liu:
Juvenile Refractive Power Prediction Based on Corneal Curvature and Axial Length via a Domain Knowledge Embedding Network. OMIA@MICCAI 2021: 92-100 - [c158]Yinglin Zhang, Risa Higashita, Huazhu Fu, Yanwu Xu, Yang Zhang, Haofeng Liu, Jian Zhang, Jiang Liu:
A Multi-branch Hybrid Transformer Network for Corneal Endothelial Cell Segmentation. MICCAI (1) 2021: 99-108 - [i30]Jiansheng Fang, Huazhu Fu, Jiang Liu:
Deep Triplet Hashing Network for Case-based Medical Image Retrieval. CoRR abs/2101.12346 (2021) - [i29]Shuai Yu, Jianyang Xie, Jinkui Hao, Yalin Zheng, Jiong Zhang, Yan Hu, Jiang Liu, Yitian Zhao:
3D Vessel Reconstruction in OCT-Angiography via Depth Map Estimation. CoRR abs/2102.13588 (2021) - [i28]Jiansheng Fang, Huazhu Fu, Dan Zeng, Xiao Yan, Yuguang Yan, Jiang Liu:
Combating Ambiguity for Hash-code Learning in Medical Instance Retrieval. CoRR abs/2105.08872 (2021) - [i27]Jiansheng Fang, Yanwu Xu, Yitian Zhao, Yuguang Yan, Junling Liu, Jiang Liu:
Weighing Features of Lung and Heart Regions for Thoracic Disease Classification. CoRR abs/2105.12430 (2021) - [i26]Yinglin Zhang, Risa Higashita, Huazhu Fu, Yanwu Xu, Yang Zhang, Haofeng Liu, Jian Zhang, Jiang Liu:
A Multi-Branch Hybrid Transformer Networkfor Corneal Endothelial Cell Segmentation. CoRR abs/2106.07557 (2021) - [i25]Kang Zhou, Jing Li, Weixin Luo, Zhengxin Li, Jianlong Yang, Huazhu Fu, Jun Cheng, Jiang Liu, Shenghua Gao:
Proxy-bridged Image Reconstruction Network for Anomaly Detection in Medical Images. CoRR abs/2110.01761 (2021) - [i24]Jialu Zhang, Qian Zhang, Jianfeng Ren, Yitian Zhao, Jiang Liu:
Spatial-context-aware deep neural network for multi-class image classification. CoRR abs/2111.12296 (2021) - [i23]Jingye Li, Hao Fei, Jiang Liu, Shengqiong Wu, Meishan Zhang, Chong Teng, Donghong Ji, Fei Li:
Unified Named Entity Recognition as Word-Word Relation Classification. CoRR abs/2112.10070 (2021) - 2020
- [j37]Pan Su, Tianhua Chen, Jianyang Xie, Baikai Ma, Hong Qi, Jiang Liu, Yitian Zhao:
A Density and Reliability Guided Aggregation for the Assessment of Vessels and Nerve Fibres Tortuosity. IEEE Access 8: 139199-139211 (2020) - [j36]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. Artif. Intell. Medicine 106: 101871 (2020) - [j35]Yuming Jiang, Lixin Duan, Jun Cheng, Zaiwang Gu, Hu Xia, Huazhu Fu, Changsheng Li, Jiang Liu:
JointRCNN: A Region-Based Convolutional Neural Network for Optic Disc and Cup Segmentation. IEEE Trans. Biomed. Eng. 67(2): 335-343 (2020) - [j34]Huazhu Fu, Yanwu Xu, Stephen Lin, Damon Wing Kee Wong, Mani Baskaran, Meenakshi Mahesh, Tin Aung, Jiang Liu:
Angle-Closure Detection in Anterior Segment OCT Based on Multilevel Deep Network. IEEE Trans. Cybern. 50(7): 3358-3366 (2020) - [j33]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 J. Biomed. Health Informatics 24(12): 3408-3420 (2020) - [j32]Yitian Zhao, Yonghuai Liu, Jianyang Xie, Huaizhong Zhang, Yalin Zheng, Yifan Zhao, Hong Qi, Yangchun Zhao, Pan Su, Jiang Liu:
Retinal Vascular Network Topology Reconstruction and Artery/Vein Classification via Dominant Set Clustering. IEEE Trans. Medical Imaging 39(2): 341-356 (2020) - [j31]Tianyang Zhang, Jun Cheng, Huazhu Fu, Zaiwang Gu, Yuting Xiao, Kang Zhou, Shenghua Gao, Rui Zheng, Jiang Liu:
Noise Adaptation Generative Adversarial Network for Medical Image Analysis. IEEE Trans. Medical Imaging 39(4): 1149-1159 (2020) - [j30]Lei Mou, Li Chen, Jun Cheng, Zaiwang Gu, Yitian Zhao, Jiang Liu:
Dense Dilated Network With Probability Regularized Walk for Vessel Detection. IEEE Trans. Medical Imaging 39(5): 1392-1403 (2020) - [j29]Yifan Zhao, Yitian Zhao, Pholpat Durongbhan, Liangyu Chen, Jiang Liu, S. A. Billings, Panagiotis Zis, Zoe C. Unwin, Matteo De Marco, Annalena Venneri, Daniel Blackburn, Ptolemaios G. Sarrigiannis:
Imaging of Nonlinear and Dynamic Functional Brain Connectivity Based on EEG Recordings With the Application on the Diagnosis of Alzheimer's Disease. IEEE Trans. Medical Imaging 39(5): 1571-1581 (2020) - [j28]Tianyang Miller, Jun Cheng, Huazhu Fu, Zaiwang Gu, Yuting Xiao, Kang Zhou, Shenghua Gao, Ru Zheng, Jiang Liu:
Correction to "Noise Adaptation Generative Adversarial Network for Medical Image Analysis". IEEE Trans. Medical Imaging 39(7): 2566-2567 (2020) - [j27]Yitian Zhao, Jiong Zhang, Ella Pereira, Yalin Zheng, Pan Su, Jianyang Xie, Yifan Zhao, Yonggang Shi, Hong Qi, Jiang Liu, Yonghuai Liu:
Automated Tortuosity Analysis of Nerve Fibers in Corneal Confocal Microscopy. IEEE Trans. Medical Imaging 39(9): 2725-2737 (2020) - [j26]