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Spatial Uncertainty-Aware Semi-Supervised Crowd Counting


Aug 02, 2021
Yanda Meng, Hongrun Zhang, Yitian Zhao, Xiaoyun Yang, Xuesheng Qian, Xiaowei Huang, Yalin Zheng

* Accepted by ICCV2021 

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Explainable Diabetic Retinopathy Detection and Retinal Image Generation


Jul 01, 2021
Yuhao Niu, Lin Gu, Yitian Zhao, Feng Lu

* Code is available at https://github.com/zzdyyy/Patho-GAN 

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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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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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Learning Euler's Elastica Model for Medical Image Segmentation


Nov 01, 2020
Xu Chen, Xiangde Luo, Yitian Zhao, Shaoting Zhang, Guotai Wang, Yalin Zheng

* 9 pages, 4 figures 

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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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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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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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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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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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Understanding Adversarial Attacks on Deep Learning Based Medical Image Analysis Systems


Jul 24, 2019
Xingjun Ma, Yuhao Niu, Lin Gu, Yisen Wang, Yitian Zhao, James Bailey, Feng Lu

* 15 pages, 10 figures 

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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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