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Weighing Features of Lung and Heart Regions for Thoracic Disease Classification


May 26, 2021
Jiansheng Fang, Yanwu Xu, Yitian Zhao, Yuguang Yan, Junling Liu, Jiang Liu

* 17 pages, 4 figures, BMC Medical Imaging 

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Combating Ambiguity for Hash-code Learning in Medical Instance Retrieval


May 19, 2021
Jiansheng Fang, Huazhu Fu, Dan Zeng, Xiao Yan, Yuguang Yan, Jiang Liu

* 11 pages,8 figures, JBHI Journal 

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3D Vessel Reconstruction in OCT-Angiography via Depth Map Estimation


Feb 26, 2021
Shuai Yu, Jianyang Xie, Jinkui Hao, Yalin Zheng, Jiong Zhang, Yan Hu, Jiang Liu, Yitian Zhao


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Deep Triplet Hashing Network for Case-based Medical Image Retrieval


Jan 29, 2021
Jiansheng Fang, Huazhu Fu, Jiang Liu

* 12 pages, 6 figures, MedIA Journal 

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Machine Learning for Cataract Classification and Grading on Ophthalmic Imaging Modalities: A Survey


Dec 09, 2020
Xiaoqing Zhang, JianSheng Fang, Yan Hu, Yanwu Xu, Risa Higashita, Jiang Liu

* 14 pages, 10 figures 

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Attention-based Saliency Hashing for Ophthalmic Image Retrieval


Dec 07, 2020
Jiansheng Fang, Yanwu Xu, Xiaoqing Zhang, Yan Hu, Jiang Liu

* 8 pages, 4 figures, BIBM2020 conference 

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CS2-Net: Deep Learning Segmentation of Curvilinear Structures in Medical Imaging


Oct 19, 2020
Lei Mou, Yitian Zhao, Huazhu Fu, Yonghuai Liu, Jun Cheng, Yalin Zheng, Pan Su, Jianlong Yang, Li Chen, Alejandro F Frang, Masahiro Akiba, Jiang Liu


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Encoding Structure-Texture Relation with P-Net for Anomaly Detection in Retinal Images


Aug 09, 2020
Kang Zhou, Yuting Xiao, Jianlong Yang, Jun Cheng, Wen Liu, Weixin Luo, Zaiwang Gu, Jiang Liu, Shenghua Gao


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ROSE: A Retinal OCT-Angiography Vessel Segmentation Dataset and New Model


Jul 10, 2020
Yuhui Ma, Huaying Hao, Huazhu Fu, Jiong Zhang, Jianlong Yang, Jiang Liu, Yalin Zheng, Yitian Zhao

* 10 pages, 9 figures 

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Open-Narrow-Synechiae Anterior Chamber Angle Classification in AS-OCT Sequences


Jun 09, 2020
Huaying Hao, Huazhu Fu, Yanwu Xu, Jianlong Yang, Fei Li, Xiulan Zhang, Jiang Liu, Yitian Zhao

* Accepted to MICCAI 2020 

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Reconstruction and Quantification of 3D Iris Surface for Angle-Closure Glaucoma Detection in Anterior Segment OCT


Jun 09, 2020
Jinkui Hao, Huazhu Fu, Yanwu Xu, Yan Hu, Fei Li, Xiulan Zhang, Jiang Liu, Yitian Zhao

* has been accepted by MICCAI 2020 

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AGE Challenge: Angle Closure Glaucoma Evaluation in Anterior Segment Optical Coherence Tomography


May 05, 2020
Huazhu Fu, Fei Li, Xu Sun, Xingxing Cao, Jingan Liao, Jose 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 website at: https://age.grand-challenge.org 

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Lossless Attention in Convolutional Networks for Facial Expression Recognition in the Wild


Jan 31, 2020
Chuang Wang, Ruimin Hu, Min Hu, Jiang Liu, Ting Ren, Shan He, Ming Jiang, Jing Miao

* 5 pages,4 figures 

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A Two-Stream Meticulous Processing Network for Retinal Vessel Segmentation


Jan 15, 2020
Shaoming Zheng, Tianyang Zhang, Jiawei Zhuang, Hao Wang, Jiang Liu


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Sparse-GAN: Sparsity-constrained Generative Adversarial Network for Anomaly Detection in Retinal OCT Image


Jan 07, 2020
Kang Zhou, Shenghua Gao, Jun Cheng, Zaiwang Gu, Huazhu Fu, Zhi Tu, Jianlong Yang, Yitian Zhao, Jiang Liu

* Accepted to ISBI 2020 

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BioNet: Infusing Biomarker Prior into Global-to-Local Network for Choroid Segmentation in Optical Coherence Tomography Images


Dec 11, 2019
Huihong Zhang, Jianlong Yang, Kang Zhou, Zhenjie Chai, Jun Cheng, Shenghua Gao, Jiang Liu

* This paper has been cast for ISBI 2020 

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Dense Dilated Network with Probability Regularized Walk for Vessel Detection


Oct 26, 2019
Lei Mou, Li Chen, Jun Cheng, Zaiwang Gu, Yitian Zhao, Jiang Liu


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GetNet: Get Target Area for Image Pairing


Oct 08, 2019
Henry H. Yu, Jiang Liu, Hao Sun, Ziwen Wang, Haotian Zhang

* Accepted by Image and Vision Computing New Zealand (IVCNZ 2019) 

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The Channel Attention based Context Encoder Network for Inner Limiting Membrane Detection


Aug 09, 2019
Hao Qiu, Zaiwang Gu, Lei Mou, Xiaoqian Mao, Liyang Fang, Yitian Zhao, Jiang Liu, Jun Cheng

* This paper has been accepted by the miccai workshop (OMIA-6) 

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SkrGAN: Sketching-rendering Unconditional Generative Adversarial Networks for Medical Image Synthesis


Aug 06, 2019
Tianyang Zhang, Huazhu Fu, Yitian Zhao, Jun Cheng, Mengjie Guo, Zaiwang Gu, Bing Yang, Yuting Xiao, Shenghua Gao, Jiang Liu

* Accepted to MICCAI 2019 

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Evaluation of Retinal Image Quality Assessment Networks in Different Color-spaces


Jul 18, 2019
Huazhu Fu, Boyang Wang, Jianbing Shen, Shanshan Cui, Yanwu Xu, Jiang Liu, Ling Shao

* Accepted by MICCAI 2019. Project page: https://github.com/hzfu/EyeQ 

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CE-Net: Context Encoder Network for 2D Medical Image Segmentation


Mar 07, 2019
Zaiwang Gu, Jun Cheng, Huazhu Fu, Kang Zhou, Huaying Hao, Yitian Zhao, Tianyang Zhang, Shenghua Gao, Jiang Liu

* accepted by IEEE transcations on medical imaging, (TMI) 

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Angle-Closure Detection in Anterior Segment OCT based on Multi-Level Deep Network


Feb 10, 2019
Huazhu Fu, Yanwu Xu, Stephen Lin, Damon Wing Kee Wong, Mani Baskaran, Meenakshi Mahesh, Tin Aung, Jiang Liu

* 9 pages, accepted by IEEE Transactions on Cybernetics 

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Multi-Cell Multi-Task Convolutional Neural Networks for Diabetic Retinopathy Grading


Oct 11, 2018
Kang Zhou, Zaiwang Gu, Wen Liu, Weixin Luo, Jun Cheng, Shenghua Gao, Jiang Liu

* Accepted by EMBC 2018 

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Multi-Context Deep Network for Angle-Closure Glaucoma Screening in Anterior Segment OCT


Sep 10, 2018
Huazhu Fu, Yanwu Xu, Stephen Lin, Damon Wing Kee Wong, Baskaran Mani, Meenakshi Mahesh, Tin Aung, Jiang Liu

* Accepted by Medical Image Computing and Computer Assisted Intervention (MICCAI) 2018 

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Structure-preserving Guided Retinal Image Filtering and Its Application for Optic Disc Analysis


May 22, 2018
Jun Cheng, Zhengguo Li, Zaiwang Gu, Huazhu Fu, Damon Wing Kee Wong, Jiang Liu

* IEEE Transactions on Medical Imaging ( Volume: 37 , Issue: 11 , Pages 2536 - 2546, Nov. 2018 ) 
* Accepted for publication on IEEE Trans. on Medical Imaging 

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Disc-aware Ensemble Network for Glaucoma Screening from Fundus Image


May 19, 2018
Huazhu Fu, Jun Cheng, Yanwu Xu, Changqing Zhang, Damon Wing Kee Wong, Jiang Liu, Xiaochun Cao

* Project homepage: https://hzfu.github.io/proj_glaucoma_fundus.html , and Accepted by IEEE Transactions on Medical Imaging 

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