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

3 January 2018

Huazhu Fu

Jun Cheng

Yanwu Xu

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

49 / 49 papers shown

Title
DFEN: Dual Feature Equalization Network for Medical Image Segmentation Jianjian Yin Yi Chen Chong Li Zhichao Zheng Yanhui Gu Junsheng Zhou MedIm 37 0 0 09 May 2025
FunduSAM: A Specialized Deep Learning Model for Enhanced Optic Disc and Cup Segmentation in Fundus Images Jinchen Yu Yongwei Nie Fei Qi Wenxiong Liao Hongmin Cai MedIm 59 0 0 10 Feb 2025
Integrating Edge Information into Ground Truth for the Segmentation of the Optic Disc and Cup from Fundus Images Yoga Sri Varshan V Hitesh Gupta Kattamuri Subin Sahayam Umarani Jayaraman 43 0 0 09 Aug 2024
Deep Learning and Computer Vision for Glaucoma Detection: A Review Mona Ashtari-Majlan Mohammad Mahdi Dehshibi David Masip 42 9 0 31 Jul 2023
MaxViT-UNet: Multi-Axis Attention for Medical Image Segmentation Abdul Rehman Khan Asifullah Khan ViT MedIm 49 14 0 15 May 2023
Reconstruction-driven Dynamic Refinement based Unsupervised Domain Adaptation for Joint Optic Disc and Cup Segmentation Ziyang Chen Yongsheng Pan Yong-quan Xia MedIm 20 11 0 10 Apr 2023
Medical Image Segmentation Review: The success of U-Net Reza Azad Ehsan Khodapanah Aghdam Amelie Rauland Yiwei Jia Atlas Haddadi Avval Afshin Bozorgpour Sanaz Karimijafarbigloo Joseph Paul Cohen Ehsan Adeli Dorit Merhof SSeg 28 268 0 27 Nov 2022
WSC-Trans: A 3D network model for automatic multi-structural segmentation of temporal bone CT X. Hua Z. Du Hongjian Yu Ji-Xian Ma Fanjun Zheng Cheng Zhang Qiao-Ling Lu H Zhao MedIm 13 1 0 14 Nov 2022
Unsupervised Domain Adaptive Fundus Image Segmentation with Few Labeled Source Data Qian Yu Dongnan Liu Chaoyi Zhang Xinwen Zhang Weidong (Tom) Cai OOD 33 4 0 10 Oct 2022
RetiFluidNet: A Self-Adaptive and Multi-Attention Deep Convolutional Network for Retinal OCT Fluid Segmentation Reza Rasti Armin Biglari Mohammad Rezapourian Ziyun Yang Sina Farsiu 43 30 0 26 Sep 2022
Segmentation-based Information Extraction and Amalgamation in Fundus Images for Glaucoma Detection Yanni Wang Gang Yang Dayong Ding Jianchun Zhao 25 0 0 23 Sep 2022
Neuro-Symbolic Learning: Principles and Applications in Ophthalmology Muhammad Hassan Haifei Guan Aikaterini Melliou Yuqi Wang Qianhui Sun ... Qi Huang Jiefu Tan Qinwang Xing Peiwu Qin Dongmei Yu NAI 50 14 0 31 Jul 2022
AADG: Automatic Augmentation for Domain Generalization on Retinal Image Segmentation Junyan Lyu Yiqi Zhang Yijin Huang Li Lin Pujin Cheng Xiaoying Tang MedIm 16 46 0 27 Jul 2022
Orientation and Context Entangled Network for Retinal Vessel Segmentation Xinxu Wei Kaifu Yang D. Bzdok Y. Li 32 33 0 23 Jul 2022
Discriminative Kernel Convolution Network for Multi-Label Ophthalmic Disease Detection on Imbalanced Fundus Image Dataset Amit Bhati Neha Gour P. Khanna A. Ojha 26 35 0 16 Jul 2022
SeATrans: Learning Segmentation-Assisted diagnosis model via Transformer Junde Wu Huihui Fang Fangxin Shang Dalu Yang Zhao-Yang Wang Jing Gao Yehui Yang Yanwu Xu MedIm ViT 37 19 0 12 Jun 2022
Progressive Multi-scale Consistent Network for Multi-class Fundus Lesion Segmentation Along He Kai Wang Tao Li Wang Bo Hong Kang Huazhu Fu 37 28 0 31 May 2022
FedMix: Mixed Supervised Federated Learning for Medical Image Segmentation Jeffry Wicaksana Zengqiang Yan Dong Zhang Xijie Huang Huimin Wu Xin Yang Kwang-Ting Cheng FedML 40 49 0 04 May 2022
JOINED : Prior Guided Multi-task Learning for Joint Optic Disc/Cup Segmentation and Fovea Detection Huaqing He Li Lin Zhiyuan Cai Xiaoying Tang 25 11 0 01 Mar 2022
GAMMA Challenge:Glaucoma grAding from Multi-Modality imAges Junde Wu Huihui Fang Fei Li Huazhu Fu Fengbin Lin ... Q. Hu Hrvoje Bogunović J. Orlando Xiulan Zhang Yanwu Xu 49 61 0 14 Feb 2022
Contrastive and Selective Hidden Embeddings for Medical Image Segmentation Zhuowei Li Zihao Liu Zhiqiang Hu Qing Xia Ruiqin Xiong Shaoting Zhang Dimitris N. Metaxas Tingting Jiang SSL 35 8 0 21 Jan 2022
RFormer: Transformer-based Generative Adversarial Network for Real Fundus Image Restoration on A New Clinical Benchmark Zhuo Deng Yuanhao Cai Lu Chen Zheng Gong Qiqi Bao Xue Yao D. Fang Shaochong Zhang Lan Ma ViT MedIm 38 53 0 03 Jan 2022
CADA: Multi-scale Collaborative Adversarial Domain Adaptation for Unsupervised Optic Disc and Cup Segmentation Peng Liu Charlie Tran Bin Kong R. Fang 35 17 0 05 Oct 2021
HCDG: A Hierarchical Consistency Framework for Domain Generalization on Medical Image Segmentation Yijun Yang Shujun Wang Lei Zhu Lequan Yu 37 10 0 13 Sep 2021
Dynamic region proposal networks for semantic segmentation in automated glaucoma screening Shivam Shah Nikhil Kasukurthi Harshit Pande 21 16 0 19 May 2021
Every Annotation Counts: Multi-label Deep Supervision for Medical Image Segmentation Simon Reiß C. Seibold Alexander Freytag E. Rodner Rainer Stiefelhagen 91 61 0 27 Apr 2021
Artificial Intelligence in Tumor Subregion Analysis Based on Medical Imaging: A Review Mingquan Lin Jacob F. Wynne Y. Lei Tonghe Wang W. Curran Tian Liu Xiaofeng Yang 35 24 0 25 Mar 2021
Robust Segmentation of Optic Disc and Cup from Fundus Images Using Deep Neural Networks A. Manjunath S. Jois C. Seelamantula 29 3 0 13 Dec 2020
Inter-slice Context Residual Learning for 3D Medical Image Segmentation Jianpeng Zhang Yutong Xie Yan Wang Yong-quan Xia SSeg MedIm 24 88 0 28 Nov 2020
MPG-Net: Multi-Prediction Guided Network for Segmentation of Retinal Layers in OCT Images Zeyu Fu Yang Sun Xinming Zhang Scott Stainton Shaun Barney J. Hogg W. Innes S. Dlay 16 3 0 28 Sep 2020
Medical Image Segmentation Using Deep Learning: A Survey Risheng Wang Tao Lei Xiaogang Du Yong Wan Hongying Meng A. Nandi SSeg OOD 35 544 0 28 Sep 2020
Encoding Structure-Texture Relation with P-Net for Anomaly Detection in Retinal Images Kang Zhou Yuting Xiao Jianlong Yang Jun Cheng Wen Liu Weixin Luo Zaiwang Gu Jiang-Dong Liu Shenghua Gao MedIm 44 115 0 09 Aug 2020
NuI-Go: Recursive Non-Local Encoder-Decoder Network for Retinal Image Non-Uniform Illumination Removal Chongyi Li Huazhu Fu Runmin Cong Zechao Li Qianqian Xu 14 16 0 07 Aug 2020
Two-stage framework for optic disc localization and glaucoma classification in retinal fundus images using deep learning Muhammad Naseer Bajwa M. I. Malik Shoaib Ahmed Siddiqui Andreas Dengel Faisal Shafait Wolfgang Neumeier Sheraz Ahmed 13 147 0 28 May 2020
G1020: A Benchmark Retinal Fundus Image Dataset for Computer-Aided Glaucoma Detection Muhammad Naseer Bajwa Gurbinder Singh Wolfgang Neumeier M. I. Malik Andreas Dengel Sheraz Ahmed 11 75 0 28 May 2020
Inf-Net: Automatic COVID-19 Lung Infection Segmentation from CT Images Deng-Ping Fan Tao Zhou Ge-Peng Ji Yi Zhou Geng Chen Huazhu Fu Jianbing Shen Ling Shao 13 963 0 22 Apr 2020
Coronary Artery Segmentation in Angiographic Videos Using A 3D-2D CE-Net Lu Wang Dongxue Liang Xiao-Lei Yin Jing Qiu Zhi-Yun Yang Jun-Hui Xing Jian-Zeng Dong Zhao-Yuan Ma MedIm 21 0 0 26 Mar 2020
Deep Learning-Based Solvability of Underdetermined Inverse Problems in Medical Imaging Chang Min Hyun Seong Hyeon Baek M. Lee S. Lee J.K. Seo 27 40 0 06 Jan 2020
CFEA: Collaborative Feature Ensembling Adaptation for Domain Adaptation in Unsupervised Optic Disc and Cup Segmentation Peng Liu Bin Kong Zhongyu Li Shaoting Zhang R. Fang 19 36 0 16 Oct 2019
REFUGE Challenge: A Unified Framework for Evaluating Automated Methods for Glaucoma Assessment from Fundus Photographs J. Orlando Huazhu Fu J. Barbosa-Breda K. V. Keer Deepti R. Bathula ... Fei Li Xiulan Zhang Yanwu Xu Xiulan Zhang Hrvoje Bogunović 9 608 0 08 Oct 2019
Embracing Imperfect Datasets: A Review of Deep Learning Solutions for Medical Image Segmentation Nima Tajbakhsh Laura Jeyaseelan Q. Li J. Chiang Zhihao Wu Xiaowei Ding 35 751 0 27 Aug 2019
Attention Guided Network for Retinal Image Segmentation Shihao Zhang Huazhu Fu Yuguang Yan Yubing Zhang Qingyao Wu Ming Yang Mingkui Tan Yanwu Xu SSeg 33 181 0 25 Jul 2019
ET-Net: A Generic Edge-aTtention Guidance Network for Medical Image Segmentation Zhijie Zhang Huazhu Fu H. Dai Jianbing Shen Yanwei Pang Ling Shao 22 222 0 25 Jul 2019
Evaluation of Retinal Image Quality Assessment Networks in Different Color-spaces Huazhu Fu Boyang Wang Jianbing Shen Shanshan Cui Yanwu Xu Jiang-Dong Liu Ling Shao 8 168 0 10 Jul 2019
Boundary and Entropy-driven Adversarial Learning for Fundus Image Segmentation Shujun Wang Lequan Yu Kang Li Xin Yang Chi-Wing Fu Pheng-Ann Heng FedML 21 136 0 26 Jun 2019
CE-Net: Context Encoder Network for 2D Medical Image Segmentation Zaiwang Gu Jun Cheng Huazhu Fu Kang Zhou Huaying Hao Yitian Zhao Tianyang Zhang Shenghua Gao Jiang-Dong Liu SSeg 33 1,614 0 07 Mar 2019
Patch-based Output Space Adversarial Learning for Joint Optic Disc and Cup Segmentation Shujun Wang Lequan Yu Xin Yang Chi-Wing Fu Pheng-Ann Heng MedIm 18 221 0 20 Feb 2019
Disc-aware Ensemble Network for Glaucoma Screening from Fundus Image Huazhu Fu Jun Cheng Yanwu Xu Changqing Zhang D. Wong Jiang-Dong Liu Xiaochun Cao 26 345 0 19 May 2018
Structure-preserving Guided Retinal Image Filtering and Its Application for Optic Disc Analysis Jun Cheng Zhengguo Li Zaiwang Gu Huazhu Fu D. Wong Jiang-Dong Liu 8 67 0 17 May 2018