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ORCIDJiang Liu 0001
Jimmy Jiang Liu
Person information
- affiliation: South 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
- 2020
[j36]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)- [j35]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) - [j34]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) - [j33]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) - [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) - [c129]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 - [c128]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 - [c127]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 - [c126]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 - [c125]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 - [c124]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 - [c123]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 - [c122]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 - [c121]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 - [c120]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 - [c119]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 - [c118]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 - [i18]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) - [i17]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) - [i16]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) - [i15]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) - [i14]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)
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) - [c117]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 - [c116]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 - [c115]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 - [c114]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 - [c113]Hengrong Lan, Kang Zhou, Changchun Yang, Jiang Liu, Shenghua Gao, Fei Gao:
Hybrid Neural Network for Photoacoustic Imaging Reconstruction. EMBC 2019: 6367-6370 - [c112]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 - [c111]Jun Cheng, Yitian Zhao, Yan Hu, Jiang Liu:
Pixel Reconstruction For Speckle Reduction In 3D Optical Coherence Tomography Of Retina. ISBI 2019: 1424-1427 - [c110]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 - [c109]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 - [c108]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 - [c107]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 - [c106]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 - [c105]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 - [c104]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 - [c103]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, Shuicheng Yan, Jiang Liu:
Learning supervised descent directions for optic disc segmentation. Neurocomputing 275: 350-357 (2018) - [j22]Yitian Zhao, Yalin Zheng, Yonghuai Liu, Yifan Zhao, Lingling Luo, Siyuan Yang, Tong Na, Yongtian Wang, Jiang Liu:
Automatic 2-D/3-D Vessel Enhancement in Multiple Modality Images Using a Weighted Symmetry Filter. IEEE Trans. Medical Imaging 37(2): 438-450 (2018) - [j21]Huazhu Fu, Jun Cheng, Yanwu Xu, Damon Wing Kee Wong, Jiang Liu, Xiaochun Cao:
Joint Optic Disc and Cup Segmentation Based on Multi-Label Deep Network and Polar Transformation. IEEE Trans. Medical Imaging 37(7): 1597-1605 (2018) - [j20]Huazhu Fu, Jun Cheng, Yanwu Xu, Changqing Zhang, Damon Wing Kee Wong, Jiang Liu, Xiaochun Cao:
Disc-Aware Ensemble Network for Glaucoma Screening From Fundus Image. IEEE Trans. Medical Imaging 37(11): 2493-2501 (2018) - [j19]Jun Cheng, Zhengguo Li, Zaiwang Gu, Huazhu Fu, Damon Wing Kee Wong, Jiang Liu:
Structure-Preserving Guided Retinal Image Filtering and Its Application for Optic Disk Analysis. IEEE Trans. Medical Imaging 37(11): 2536-2546 (2018) - [c102]Huiying Liu, Damon Wing Kee Wong, Huazhu Fu, Yanwu Xu, Jiang Liu:
DeepAMD: Detect Early Age-Related Macular Degeneration by Applying Deep Learning in a Multiple Instance Learning Framework. ACCV (5) 2018: 625-640 - [c101]Yuming Jiang, Hu Xia, Yanwu Xu, Jun Cheng, Huazhu Fu, Lixin Duan, Zhigang Meng, Jiang Liu:
Optic Disc and Cup Segmentation with Blood Vessel Removal from Fundus Images for Glaucoma Detection. EMBC 2018: 862-865 - [c100]Kang Zhou, Zaiwang Gu, Wen Liu, Weixin Luo, Jun Cheng, Shenghua Gao, Jiang Liu:
Multi-Cell Multi-Task Convolutional Neural Networks for Diabetic Retinopathy Grading. EMBC 2018: 2724-2727 - [c99]Yanwu Xu, Lixin Duan, Huazhu Fu, Zhuo Zhang, Wei Zhao, Tianyuan You, Tien Yin Wong, Jiang Liu:
Ocular disease detection from multiple informatics domains. ISBI 2018: 43-47 - [c98]Jianyang Xie, Yitian Zhao, Yalin Zheng, Pan Su, Jiang Liu, Yongtian Wang:
Retinal vascular topology estimation via dominant sets clustering. ISBI 2018: 1458-1462 - [c97]Yitian Zhao, Jianyang Xie, Pan Su, Yalin Zheng, Yonghuai Liu, Jun Cheng, Jiang Liu:
Retinal Artery and Vein Classification via Dominant Sets Clustering-Based Vascular Topology Estimation. MICCAI (2) 2018: 56-64 - [c96]Yitian Zhao, Yalin Zheng, Yifan Zhao, Yonghuai Liu, Zhili Chen, Peng Liu, Jiang Liu:
Uniqueness-Driven Saliency Analysis for Automated Lesion Detection with Applications to Retinal Diseases. MICCAI (2) 2018: 109-118 - [c95]Xu Sun, Yanwu Xu, Mingkui Tan, Huazhu Fu, Wei Zhao, Tianyuan You, Jiang Liu:
Localizing Optic Disc and Cup for Glaucoma Screening via Deep Object Detection Networks. COMPAY/OMIA@MICCAI 2018: 236-244 - [c94]Kang Zhou, Zaiwang Gu, Annan Li, Jun Cheng, Shenghua Gao, Jiang Liu:
Fundus Image Quality-Guided Diabetic Retinopathy Grading. COMPAY/OMIA@MICCAI 2018: 245-252 - [c93]Zaiwang Gu, Peng Liu, Kang Zhou, Yuming Jiang, Haoyu Mao, Jun Cheng, Jiang Liu:
DeepDisc: Optic Disc Segmentation Based on Atrous Convolution and Spatial Pyramid Pooling. COMPAY/OMIA@MICCAI 2018: 253-260 - [c92]Peng Liu, Zaiwang Gu, Fan Liu, Yuming Jiang, Shanshan Jiang, Haoyu Mao, Jun Cheng, Lixin Duan, Jiang Liu:
Large-Scale Left and Right Eye Classification in Retinal Images. COMPAY/OMIA@MICCAI 2018: 261-268 - [c91]Huazhu Fu, Yanwu Xu, Stephen Lin, Damon Wing Kee Wong, Mani Baskaran, Meenakshi Mahesh, Tin Aung, Jiang Liu:
Multi-context Deep Network for Angle-Closure Glaucoma Screening in Anterior Segment OCT. MICCAI (2) 2018: 356-363 - [i5]Huazhu Fu, Jun Cheng, Yanwu Xu, Damon Wing Kee Wong, Jiang Liu, Xiaochun Cao:
Joint Optic Disc and Cup Segmentation Based on Multi-label Deep Network and Polar Transformation. CoRR abs/1801.00926 (2018) - [i4]Jun Cheng, Zhengguo Li, Zaiwang Gu, Huazhu Fu, Damon Wing Kee Wong, Jiang Liu:
Structure-preserving Guided Retinal Image Filtering and Its Application for Optic Disc Analysis. CoRR abs/1805.06625 (2018) - [i3]Huazhu Fu, Jun Cheng, Yanwu Xu, Changqing Zhang, Damon Wing Kee Wong, Jiang Liu, Xiaochun Cao:
Disc-aware Ensemble Network for Glaucoma Screening from Fundus Image. CoRR abs/1805.07549 (2018) - [i2]Kang Zhou, Zaiwang Gu, Wen Liu, Weixin Luo, Jun Cheng, Shenghua Gao, Jiang Liu:
Multi-Cell Multi-Task Convolutional Neural Networks for Diabetic Retinopathy Grading Kang. CoRR abs/1808.10564 (2018) - [i1]Huazhu Fu, Yanwu Xu, Stephen Lin, Damon Wing Kee Wong, Mani Baskaran, Meenakshi Mahesh, Tin Aung, Jiang Liu:
Multi-Context Deep Network for Angle-Closure Glaucoma Screening in Anterior Segment OCT. CoRR abs/1809.03239 (2018) - 2017
- [j18]Xinjian Chen, Shuo Li, Emanuele Trucco, Jimmy Jiang Liu, Yonggang Shi, Beiji Zou:
Preface. Comput. Medical Imaging Graph. 55: 1 (2017) - [j17]Ruchir Srivastava, Lixin Duan, Damon Wing Kee Wong, Jiang Liu, Tien Yin Wong:
Detecting retinal microaneurysms and hemorrhages with robustness to the presence of blood vessels. Comput. Methods Programs Biomed. 138: 83-91 (2017) - [j16]Huazhu Fu, Yanwu Xu, Stephen Lin, Xiaoqin Zhang, Damon Wing Kee Wong, Jiang Liu, Alejandro F. Frangi, Mani Baskaran, Tin Aung:
Segmentation and Quantification for Angle-Closure Glaucoma Assessment in Anterior Segment OCT. IEEE Trans. Medical Imaging 36(9): 1930-1938 (2017) - [c90]Ee Ping Ong, Jun Cheng, Damon Wing Kee Wong, Jiang Liu, Elton L. T. Tay, Leonard W. L. Yip:
Glaucoma classification from retina optical coherence tomography angiogram. EMBC 2017: 596-599 - [c89]Fengli Yu, Jing Sun, Annan Li, Jun Cheng, Cheng Wan, Jiang Liu:
Image quality classification for DR screening using deep learning. EMBC 2017: 664-667 - [c88]Jing Sun, Cheng Wan, Jun Cheng, Fengli Yu, Jiang Liu:
Retinal Image Quality Classification Using Fine-Tuned CNN. FIFI/OMIA@MICCAI 2017: 126-133 - [c87]Peiyuan Xu, Cheng Wan, Jun Cheng, Di Niu, Jiang Liu:
Optic Disc Detection via Deep Learning in Fundus Images. FIFI/OMIA@MICCAI 2017: 134-141 - 2016
- [j15]Jun Cheng, Dacheng Tao, Ying Quan, Damon Wing Kee Wong, Chui Ming Gemmy Cheung, Masahiro Akiba, Jiang Liu:
Speckle Reduction in 3D Optical Coherence Tomography of Retina by A-Scan Reconstruction. IEEE Trans. Medical Imaging 35(10): 2270-2279 (2016) - [c86]Huazhu Fu, Yanwu Xu, Damon Wing Kee Wong, Jiang Liu, Mani Baskaran, Shamira A. Perera, Tin Aung:
Automatic anterior chamber angle structure segmentation in AS-OCT image based on label transfer. EMBC 2016: 1288-1291 - [c85]Annan Li, Jun Cheng, Damon Wing Kee Wong, Jiang Liu:
Integrating holistic and local deep features for glaucoma classification. EMBC 2016: 1328-1331 - [c84]Annan Li, Jun Cheng, Ai Ping Yow, Ruchir Srivastava, Damon Wing Kee Wong, Hong Liang Tey, Jiang Liu:
Automated basal cell carcinoma detection in high-definition optical coherence tomography. EMBC 2016: 2885-2888 - [c83]Ai Ping Yow, Jun Cheng, Annan Li, Ruchir Srivastava, Jiang Liu, Damon Wing Kee Wong, Hong Liang Tey:
Automated in vivo 3D high-definition optical coherence tomography skin analysis system. EMBC 2016: 3895-3898 - [c82]Yanwu Xu, Jiang Liu, Damon Wing Kee Wong, Mani Baskaran, Shamira A. Perera, Tin Aung:
Similarity-weighted linear reconstruction of anterior chamber angles for glaucoma classification. ISBI 2016: 693-697 - [c81]Huazhu Fu, Yanwu Xu, Damon Wing Kee Wong, Jiang Liu:
Retinal vessel segmentation via deep learning network and fully-connected conditional random fields. ISBI 2016: 698-701 - [c80]Huazhu Fu, Yanwu Xu, Stephen Lin, Damon Wing Kee Wong, Jiang Liu:
DeepVessel: Retinal Vessel Segmentation via Deep Learning and Conditional Random Field. MICCAI (2) 2016: 132-139 - [c79]Yanwu Xu, Lixin Duan, Huazhu Fu, Xiaoqin Zhang, Damon Wing Kee Wong, Mani Baskaran, Tin Aung, Jiang Liu:
Axial Alignment for Anterior Segment Swept Source Optical Coherence Tomography via Robust Low-Rank Tensor Recovery. MICCAI (3) 2016: 441-449 - [c78]Yanwu Xu, Lixin Duan, Damon Wing Kee Wong, Tien Yin Wong, Jiang Liu:
Semantic Reconstruction-Based Nuclear Cataract Grading from Slit-Lamp Lens Images. MICCAI (3) 2016: 458-466 - 2015
- [j14]Ngan Meng Tan, Yanwu Xu, Wooi-Boon Goh, Jiang Liu:
Robust multi-scale superpixel classification for optic cup localization. Comput. Medical Imaging Graph. 40: 182-193 (2015) - [j13]Huazhu Fu, Dong Xu, Stephen Lin, Damon Wing Kee Wong, Jiang Liu:
Automatic Optic Disc Detection in OCT Slices via Low-Rank Reconstruction. IEEE Trans. Biomed. Eng. 62(4): 1151-1158 (2015) - [j12]Jun Cheng, Fengshou Yin, Damon Wing Kee Wong, Dacheng Tao, Jiang Liu:
Sparse Dissimilarity-Constrained Coding for Glaucoma Screening. IEEE Trans. Biomed. Eng. 62(5): 1395-1403 (2015) - [c77]Mengdi Xu, Jun Cheng, Damon Wing Kee Wong, Jiang Liu, Akira Taruya, Atsushi Tanaka:
Graph based lumen segmentation in optical coherence tomography images. ICICS 2015: 1-5 - [c76]Ai Ping Yow, Jun Cheng, Annan Li, Carolin Wall, Damon Wing Kee Wong, Jiang Liu, Hong Liang Tey:
Skin surface topographic assessment using in vivo high-definition optical coherence tomography. ICICS 2015: 1-4 - [c75]Jimmy Addison Lee, Jun Cheng, Beng Hai Lee, Ee Ping Ong, Guozhen Xu, Damon Wing Kee Wong, Jiang Liu, Augustinus Laude, Tock Han Lim:
A low-dimensional step pattern analysis algorithm with application to multimodal retinal image registration. CVPR 2015: 1046-1053 - [c74]Huazhu Fu, Dong Xu, Stephen Lin, Jiang Liu:
Object-based RGBD image co-segmentation with mutex constraint. CVPR 2015: 4428-4436 - [c73]Xiangyu Chen, Yanwu Xu, Damon Wing Kee Wong, Tien Yin Wong, Jiang Liu:
Glaucoma detection based on deep convolutional neural network. EMBC 2015: 715-718 - [c72]Fengshou Yin, Damon Wing Kee Wong, Ying Quan, Ai Ping Yow, Ngan Meng Tan, Kavitha Gopalakrishnan, Beng Hai Lee, Yanwu Xu, Zhuo Zhang, Jun Cheng, Jiang Liu:
A cloud-based system for automatic glaucoma screening. EMBC 2015: 1596-1599 - [c71]Annan Li, Jun Cheng, Ai Ping Yow, Carolin Wall, Damon Wing Kee Wong, Hong Liang Tey, Jiang Liu:
Epidermal segmentation in high-definition optical coherence tomography. EMBC 2015: 3045-3048 - [c70]Ee Ping Ong, Jimmy Addison Lee, Jun Cheng, Beng Hai Lee, Guozhen Xu, Augustinus Laude, Stephen Teoh, Tock Han Lim, Damon Wing Kee Wong, Jiang Liu:
An augmented reality assistance platform for eye laser surgery. EMBC 2015: 4326-4329 - [c69]Xiangyu Chen, Yanwu Xu, Fengshou Yin, Zhuo Zhang, Damon Wing Kee Wong, Tien Yin Wong, Jiang Liu:
Multiple ocular diseases detection based on joint sparse multi-task learning. EMBC 2015: 5260-5263 - [c68]Ruchir Srivastava, Damon Wing Kee Wong, Lixin Duan, Jiang Liu, Tien Yin Wong:
Red lesion detection in retinal fundus images using Frangi-based filters. EMBC 2015: 5663-5666 - [c67]Ee Ping Ong, Yanwu Xu, Damon Wing Kee Wong, Jiang Liu:
Retina verification using a combined points and edges approach. ICIP 2015: 2720-2724 - [c66]Ruchir Srivastava, Jun Cheng, Damon Wing Kee Wong, Jiang Liu:
Using deep learning for robustness to parapapillary atrophy in optic disc segmentation. ISBI 2015: 768-771 - [c65]