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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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Hierarchical Amortized Training for Memory-efficient High Resolution 3D GAN

Aug 05, 2020
Li Sun, Junxiang Chen, Yanwu Xu, Mingming Gong, Ke Yu, Kayhan Batmanghelich

* 10 pages, 9 figures. Under review 

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Robust Collaborative Learning of Patch-level and Image-level Annotations for Diabetic Retinopathy Grading from Fundus Image

Aug 03, 2020
Yehui Yang, Fangxin Shang, Binghong Wu, Dalu Yang, Lei Wang, Yanwu Xu, Wensheng Zhang, Tianzhu Zhang


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Robust Retinal Vessel Segmentation from a Data Augmentation Perspective

Jul 31, 2020
Xu Sun, Xingxing Cao, Yehui Yang, Lei Wang, Yanwu Xu


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Residual-CycleGAN based Camera Adaptation for Robust Diabetic Retinopathy Screening

Jul 31, 2020
Dalu Yang, Yehui Yang, Tiantian Huang, Binghong Wu, Lei Wang, Yanwu Xu


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Retinal Image Segmentation with a Structure-Texture Demixing Network

Jul 15, 2020
Shihao Zhang, Huazhu Fu, Yanwu Xu, Yanxia Liu, Mingkui Tan

* Accepted to MICCAI 2020 

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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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A Thorough Comparison Study on Adversarial Attacks and Defenses for Common Thorax Disease Classification in Chest X-rays

Mar 31, 2020
Chendi Rao, Jiezhang Cao, Runhao Zeng, Qi Chen, Huazhu Fu, Yanwu Xu, Mingkui Tan


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Closed-loop Matters: Dual Regression Networks for Single Image Super-Resolution

Mar 16, 2020
Yong Guo, Jian Chen, Jingdong Wang, Qi Chen, Jiezhang Cao, Zeshuai Deng, Yanwu Xu, Mingkui Tan

* This paper is accepted by CVPR 2020 

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REFUGE Challenge: A Unified Framework for Evaluating Automated Methods for Glaucoma Assessment from Fundus Photographs

Oct 08, 2019
José Ignacio Orlando, Huazhu Fu, João Barbossa Breda, Karel van Keer, Deepti R. Bathula, Andrés Diaz-Pinto, Ruogu Fang, Pheng-Ann Heng, Jeyoung Kim, JoonHo Lee, Joonseok Lee, Xiaoxiao Li, Peng Liu, Shuai Lu, Balamurali Murugesan, Valery Naranjo, Sai Samarth R. Phaye, Sharath M. Shankaranarayana, Apoorva Sikka, Jaemin Son, Anton van den Hengel, Shujun Wang, Junyan Wu, Zifeng Wu, Guanghui Xu, Yongli Xu, Pengshuai Yin, Fei Li, Xiulan Zhang, Yanwu Xu, Xiulan Zhang, Hrvoje Bogunović

* Accepted for publication in Medical Image Analysis 

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Twin Auxiliary Classifiers GAN

Jul 30, 2019
Mingming Gong, Yanwu Xu, Chunyuan Li, Kun Zhang, Kayhan Batmanghelich


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Attention Guided Network for Retinal Image Segmentation

Jul 25, 2019
Shihao Zhang, Huazhu Fu, Yuguang Yan, Yubing Zhang, Qingyao Wu, Ming Yang, Mingkui Tan, Yanwu Xu

* Accepted by MICCAI 2019. Project page: (https://github.com/HzFu/AGNet

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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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Generative-Discriminative Complementary Learning

Apr 16, 2019
Yanwu Xu, Mingming Gong, Junxiang Chen, Tongliang Liu, Kun Zhang, Kayhan Batmanghelich


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You Only Look & Listen Once: Towards Fast and Accurate Visual Grounding

Mar 17, 2019
Chaorui Deng, Qi Wu, Guanghui Xu, Zhuliang Yu, Yanwu Xu, Kui Jia, Mingkui Tan

* Wrong experimental results 

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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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Robust Angular Local Descriptor Learning

Jan 26, 2019
Yanwu Xu, Mingming Gong, Tongliang Liu, Kayhan Batmanghelich, Chaohui Wang

* Accepted by ACCV2018 

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Dual Reconstruction Nets for Image Super-Resolution with Gradient Sensitive Loss

Sep 19, 2018
Yong Guo, Qi Chen, Jian Chen, Junzhou Huang, Yanwu Xu, Jiezhang Cao, Peilin Zhao, Mingkui Tan


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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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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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Joint Optic Disc and Cup Segmentation Based on Multi-label Deep Network and Polar Transformation

Jan 11, 2018
Huazhu Fu, Jun Cheng, Yanwu Xu, Damon Wing Kee Wong, Jiang Liu, Xiaochun Cao

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

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