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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
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2020 – today
- 2022
[j51]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)- [j50]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) - [j49]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) - [j48]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) - [j47]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) - [j46]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) - [c164]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 - [c163]Ming Zeng, Na Zeng, Jiansheng Fang, Jiang Liu:
Factorized Convolution with Spectral Normalization for Fundus Screening. ISBI 2022: 1-5 - [c162]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 - [i30]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) - 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) - [c161]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 - [c160]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 - [c159]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 - [c158]Ming Zeng, Jiansheng Fang, Hanpei Miao, Tianyang Zhang, Jiang Liu:
A Multi-Scale Self-Attention Network for Diabetic Retinopathy Retrieval. ICCCV 2021: 101-106 - [c157]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 - [c156]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 - [c155]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 - [c154]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 - [c153]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 - [c152]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 - [c151]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 - [c150]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 - [i29]Jiansheng Fang, Huazhu Fu, Jiang Liu:
Deep Triplet Hashing Network for Case-based Medical Image Retrieval. CoRR abs/2101.12346 (2021) - [i28]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) - [i27]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) - [i26]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) - [i25]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) - [i24]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) - [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]Yitian Zhao, Jiong Zhang, Ella Pereira, Yalin Zheng, Pan Su, Jianyang Xie, Yifan Zhao, Yonggang Shi, Hong Qi, Jiang Liu, Yonghuai Liu:
Corrections to "Automated Tortuosity Analysis of Nerve Fibers in Corneal Confocal Microscopy". IEEE Trans. Medical Imaging 39(11): 3758 (2020) - [c149]Jiansheng Fang, Yanwu Xu, Xiaoqing Zhang, Yan Hu, Jiang Liu:
Attention-based Saliency Hashing for Ophthalmic Image Retrieval. BIBM 2020: 990-995 - [c148]Kang Zhou, Yuting Xiao, Jianlong Yang, Jun Cheng, Wen Liu, Weixin Luo, Zaiwang Gu, Jiang Liu, Shenghua Gao:
Encoding Structure-Texture Relation with P-Net for Anomaly Detection in Retinal Images. ECCV (20) 2020: 360-377 - [c147]Yuntong Tian, Yan Hu, Yuhui Ma, Huaying Hao, Lei Mou, Jianlong Yang, Yitian Zhao, Jiang Liu:
Multi-scale U-net with Edge Guidance for Multimodal Retinal Image Deformable Registration. EMBC 2020: 1360-1363 - [c146]Xiaoqian Mao, Yitian Zhao, Bang Chen, Yuhui Ma, Zaiwang Gu, Shenshen Gu, Jianlong Yang, Jun Cheng, Jiang Liu:
Deep Learning with Skip Connection Attention for Choroid Layer Segmentation in OCT Images. EMBC 2020: 1641-1645 - [c145]Heng Li, Yan Hu, Sanqian Li, Wenjun Lin, Peng Liu, Risa Higashita, Jiang Liu:
CT Scan Synthesis for Promoting Computer-Aided Diagnosis Capacity of COVID-19. ICIC (2) 2020: 413-422 - [c144]Jiansheng Fang, Xiaoqing Zhang, Yan Hu, Yanwu Xu, Ming Yang, Jiang Liu:
Probabilistic Latent Factor Model for Collaborative Filtering with Bayesian Inference. ICPR 2020: 73-80 - [c143]Kang Zhou, Shenghua Gao, Jun Cheng, Zaiwang Gu, Huazhu Fu, Zhi Tu, Jianlong Yang, Yitian Zhao, Jiang Liu:
Sparse-Gan: Sparsity-Constrained Generative Adversarial Network for Anomaly Detection in Retinal OCT Image. ISBI 2020: 1227-1231 - [c142]Zhi Tu, Shenghua Gao, Kang Zhou, Xianing Chen, Huazhu Fu, Zaiwang Gu, Jun Cheng, Zehao Yu, Jiang Liu:
SUNet: A Lesion Regularized Model for Simultaneous Diabetic Retinopathy and Diabetic Macular Edema Grading. ISBI 2020: 1378-1382 - [c141]Yan Hu, Jianlong Yang, Jun Cheng, Jiang Liu:
Noise Redistribution and 3D Shearlet Filtering for Speckle Reduction in Optical Coherence Tomography. ISBI 2020: 1565-1569 - [c140]Yuting Xiao, Shenghua Gao, Zhenjie Chai, Kang Zhou, Tianyang Zhang, Yitian Zhao, Jun Cheng, Jiang Liu:
Open-Set OCT Image Recognition with Synthetic Learning. ISBI 2020: 1788-1792 - [c139]Zhenjie Chai, Kang Zhou, Jianlong Yang, Yuhui Ma, Zhi Chen, Shenghua Gao, Jiang Liu:
Perceptual-Assisted Adversarial Adaptation for Choroid Segmentation in Optical Coherence Tomography. ISBI 2020: 1966-1970 - [c138]Hao Zhang, Likun Xia, Ran Song, Jianlong Yang, Huaying Hao, Jiang Liu, Yitian Zhao:
Cerebrovascular Segmentation in MRA via Reverse Edge Attention Network. MICCAI (6) 2020: 66-75 - [c137]Jianyang Xie, Yonghuai Liu, Yalin Zheng, Pan Su, Yan Hu, Jian Yang, Jiang Liu, Yitian Zhao:
Classification of Retinal Vessels into Artery-Vein in OCT Angiography Guided by Fundus Images. MICCAI (6) 2020: 117-127 - [c136]Yuanyuan Gu, Yan Hu, Lei Mou, Huaying Hao, Yitian Zhao, Ce Zheng, Jiang Liu:
Construction of Quantitative Indexes for Cataract Surgery Evaluation Based on Deep Learning. OMIA@MICCAI 2020: 195-205 - [c135]Yuhui Ma, Yonghuai Liu, Jun Cheng, Yalin Zheng, Morteza Ghahremani, Honghan Chen, Jiang Liu, Yitian Zhao:
Cycle Structure and Illumination Constrained GAN for Medical Image Enhancement. MICCAI (2) 2020: 667-677 - [c134]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. MICCAI (5) 2020: 704-714 - [c133]Huaying Hao, Huazhu Fu, Yanwu Xu, Jianlong Yang, Fei Li, Xiulan Zhang, Jiang Liu, Yitian Zhao:
Open-Appositional-Synechial Anterior Chamber Angle Classification in AS-OCT Sequences. MICCAI (5) 2020: 715-724 - [c132]Xiaoqing Zhang, Zunjie Xiao, Risa Higashita, Wan Chen, Jin Yuan, Jiansheng Fang, Yan Hu, Jiang Liu:
A Novel Deep Learning Method for Nuclear Cataract Classification Based on Anterior Segment Optical Coherence Tomography Images. SMC 2020: 662-668 - [i22]Huazhu Fu, Fei Li, Xu Sun, Xingxing Cao, Jingan Liao, José Ignacio Orlando, Xing Tao, Yuexiang Li, Shihao Zhang, Mingkui Tan, Chenglang Yuan, Cheng Bian, Ruitao Xie, Jiongcheng Li, Xiaomeng Li, Jing Wang, Le Geng, Panming Li, Huaying Hao, Jiang Liu, Yan Kong, Yongyong Ren, Hrvoje Bogunovic, Xiulan Zhang, Yanwu Xu:
AGE Challenge: Angle Closure Glaucoma Evaluation in Anterior Segment Optical Coherence Tomography. CoRR abs/2005.02258 (2020) - [i21]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. CoRR abs/2006.05179 (2020) - [i20]Huaying Hao, Huazhu Fu, Yanwu Xu, Jianlong Yang, Fei Li, Xiulan Zhang, Jiang Liu, Yitian Zhao:
Open-Narrow-Synechiae Anterior Chamber Angle Classification in AS-OCT Sequences. CoRR abs/2006.05367 (2020) - [i19]Yuhui Ma, Huaying Hao, Huazhu Fu, Jiong Zhang, Jianlong Yang, Jiang Liu, Yalin Zheng, Yitian Zhao:
ROSE: A Retinal OCT-Angiography Vessel Segmentation Dataset and New Model. CoRR abs/2007.05201 (2020) - [i18]Kang Zhou, Yuting Xiao, Jianlong Yang, Jun Cheng, Wen Liu, Weixin Luo, Zaiwang Gu, Jiang Liu, Shenghua Gao:
Encoding Structure-Texture Relation with P-Net for Anomaly Detection in Retinal Images. CoRR abs/2008.03632 (2020) - [i17]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. CoRR abs/2010.07486 (2020) - [i16]Jiansheng Fang, Xiaoqing Zhang, Yan Hu, Yanwu Xu, Ming Yang, Jiang Liu:
Probabilistic Latent Factor Model for Collaborative Filtering with Bayesian Inference. CoRR abs/2012.03433 (2020) - [i15]Jiansheng Fang, Yanwu Xu, Xiaoqing Zhang, Yan Hu, Jiang Liu:
Attention-based Saliency Hashing for Ophthalmic Image Retrieval. CoRR abs/2012.03466 (2020) - [i14]Xiaoqing Zhang, Jiansheng Fang, Yan Hu, Yanwu Xu, Risa Higashita, Jiang Liu:
Machine Learning for Cataract Classification and Grading on Ophthalmic Imaging Modalities: A Survey. CoRR abs/2012.04830 (2020)
2010 – 2019
- 2019
- [j25]Zaiwang Gu, Jun Cheng, Huazhu Fu, Kang Zhou, Huaying Hao, Yitian Zhao, Tianyang Zhang, Shenghua Gao, Jiang Liu:
CE-Net: Context Encoder Network for 2D Medical Image Segmentation. IEEE Trans. Medical Imaging 38(10): 2281-2292 (2019) - [c131]Jianyang Xie, Yitian Zhao, Yonghuai Liu, Pan Su, Yifan Zhao, Jun Cheng, Yalin Zheng, Jiang Liu:
Topology Reconstruction of Tree-Like Structure in Images via Structural Similarity Measure and Dominant Set Clustering. CVPR 2019: 8505-8513 - [c130]Huaying Hao, Yitian Zhao, Huazhu Fu, Qiaoling Shang, Fei Li, Xiulan Zhang, Jiang Liu:
Anterior Chamber Angles Classification in Anterior Segment OCT Images via Multi-Scale Regions Convolutional Neural Networks. EMBC 2019: 849-852 - [c129]Jingwen Wang, Yuguang Yan, Yanwu Xu, Wei Zhao, Huaqing Min, Mingkui Tan, Jiang Liu:
Conditional Adversarial Transfer for Glaucoma Diagnosis. EMBC 2019: 2032-2035 - [c128]Qiaoling Shang, Yitian Zhao, Zhili Chen, Huaying Hao, Fei Li, Xiulan Zhang, Jiang Liu:
Automated Iris Segmentation from Anterior Segment OCT Images with Occludable Angles via Local Phase Tensor. EMBC 2019: 4745-4749 - [c127]Rui Zhao, Yitian Zhao, Zhili Chen, Yifan Zhao, Jianlong Yang, Yan Hu, Jun Cheng, Jiang Liu:
Speckle Reduction in Optical Coherence Tomography via Super-Resolution Reconstruction. EMBC 2019: 5589-5592 - [c126]Hengrong Lan, Kang Zhou, Changchun Yang, Jiang Liu, Shenghua Gao, Fei Gao:
Hybrid Neural Network for Photoacoustic Imaging Reconstruction. EMBC 2019: 6367-6370 - [c125]Pan Su, Tianhua Chen, Haoyu Mao, Jianyang Xie, Yitian Zhao, Jiang Liu:
On the Application of Preaggregation Functions to Fuzzy Pattern Tree. FUZZ-IEEE 2019: 1-6 - [c124]Jun Cheng, Yitian Zhao, Yan Hu, Jiang Liu:
Pixel Reconstruction For Speckle Reduction In 3D Optical Coherence Tomography Of Retina. ISBI 2019: 1424-1427 - [c123]Pan Su, Yitian Zhao, Tianhua Chen, Jianyang Xie, Yifan Zhao, Hong Qi, Yalin Zheng, Jiang Liu:
Exploiting Reliability-Guided Aggregation for the Assessment of Curvilinear Structure Tortuosity. MICCAI (4) 2019: 12-20 - [c122]Shihao Zhang, Yuguang Yan, Pengshuai Yin, Zhen Qiu, Wei Zhao, Guiping Cao, Wan Chen, Jin Yuan, Risa Higashita, Qingyao Wu, Mingkui Tan, Jiang Liu:
Guided M-Net for High-Resolution Biomedical Image Segmentation with Weak Boundaries. OMIA@MICCAI 2019: 43-51 - [c121]Huazhu Fu, Boyang Wang, Jianbing Shen, Shanshan Cui, Yanwu Xu, Jiang Liu, Ling Shao:
Evaluation of Retinal Image Quality Assessment Networks in Different Color-Spaces. MICCAI (1) 2019: 48-56 - [c120]Hao Qiu, Zaiwang Gu, Lei Mou, Xiaoqian Mao, Liyang Fang, Yitian Zhao, Jiang Liu, Jun Cheng:
The Channel Attention Based Context Encoder Network for Inner Limiting Membrane Detection. OMIA@MICCAI 2019: 104-111 - [c119]Bing Yang, Yi Zhang, Jun Cheng, Jin Zhang, Lei Mou, Huaying Hao, Yitian Zhao, Jiang Liu:
Network Pruning for OCT Image Classification. OMIA@MICCAI 2019: 121-129 - [c118]Hengrong Lan, Kang Zhou, Changchun Yang, Jun Cheng, Jiang Liu, Shenghua Gao, Fei Gao:
Ki-GAN: Knowledge Infusion Generative Adversarial Network for Photoacoustic Image Reconstruction In Vivo. MICCAI (1) 2019: 273-281 - [c117]Lei Mou, Yitian Zhao, Li Chen, Jun Cheng, Zaiwang Gu, Huaying Hao, Hong Qi, Yalin Zheng, Alejandro F. Frangi, Jiang Liu:
CS-Net: Channel and Spatial Attention Network for Curvilinear Structure Segmentation. MICCAI (1) 2019: 721-730 - [c116]Tianyang Zhang, Huazhu Fu, Yitian Zhao, Jun Cheng, Mengjie Guo, Zaiwang Gu, Bing Yang, Yuting Xiao, Shenghua Gao, Jiang Liu:
SkrGAN: Sketching-Rendering Unconditional Generative Adversarial Networks for Medical Image Synthesis. MICCAI (4) 2019: 777-785 - [c115]Kun Zhao, Hui Zhang, Yitian Zhao, Jianyang Xie, Yalin Zheng, David Borroni, Hong Qi, Jiang Liu:
Automated Corneal Nerve Segmentation Using Weighted Local Phase Tensor. MIUA 2019: 459-469 - [p2]Huazhu Fu, Jun Cheng, Yanwu Xu, Jiang Liu:
Glaucoma Detection Based on Deep Learning Network in Fundus Image. Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics 2019: 119-137 - [i13]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 Multi-Level Deep Network. CoRR abs/1902.03585 (2019) - [i12]Zaiwang Gu, Jun Cheng, Huazhu Fu, Kang Zhou, Huaying Hao, Yitian Zhao, Tianyang Zhang, Shenghua Gao, Jiang Liu:
CE-Net: Context Encoder Network for 2D Medical Image Segmentation. CoRR abs/1903.02740 (2019) - [i11]Huazhu Fu, Boyang Wang, Jianbing Shen, Shanshan Cui, Yanwu Xu, Jiang Liu, Ling Shao:
Evaluation of Retinal Image Quality Assessment Networks in Different Color-spaces. CoRR abs/1907.05345 (2019) - [i10]Tianyang Zhang, Huazhu Fu, Yitian Zhao, Jun Cheng, Mengjie Guo, Zaiwang Gu, Bing Yang, Yuting Xiao, Shenghua Gao, Jiang Liu:
SkrGAN: Sketching-rendering Unconditional Generative Adversarial Networks for Medical Image Synthesis. CoRR abs/1908.04346 (2019) - [i9]Hao Qiu, Zaiwang Gu, Lei Mou, Xiaoqian Mao, Liyang Fang, Yitian Zhao, Jiang Liu, Jun Cheng:
The Channel Attention based Context Encoder Network for Inner Limiting Membrane Detection. CoRR abs/1908.04413 (2019) - [i8]Lei Mou, Li Chen, Jun Cheng, Zaiwang Gu, Yitian Zhao, Jiang Liu:
Dense Dilated Network with Probability Regularized Walk for Vessel Detection. CoRR abs/1910.12010 (2019) - [i7]Kang Zhou, Shenghua Gao, Jun Cheng, Zaiwang Gu, Huazhu Fu, Zhi Tu, Jianlong Yang, Yitian Zhao, Jiang Liu:
Sparse-GAN: Sparsity-constrained Generative Adversarial Network for Anomaly Detection in Retinal OCT Image. CoRR abs/1911.12527 (2019) - [i6]Huihong Zhang, Jianlong Yang, Kang Zhou, Zhenjie Chai, Jun Cheng, Shenghua Gao, Jiang Liu:
BioNet: Infusing Biomarker Prior into Global-to-Local Network for Choroid Segmentation in Optical Coherence Tomography Images. CoRR abs/1912.05090 (2019) - 2018
- [j24]Yifan Zhao, Ramon C. Laguna, Yitian Zhao, Jimmy Jiang Liu, Xiongxiong He, John Yianni, Ptolemaios G. Sarrigiannis:
A Wavelet-Based Correlation Analysis Framework to Study Cerebromuscular Activity in Essential Tremor. Complex. 2018: 7269494:1-7269494:15 (2018) - [j23]Annan Li, Zhiheng Niu, Jun Cheng, Fengshou Yin, Damon Wing Kee Wong