Disc-aware Ensemble Network for Glaucoma Screening from Fundus Image

19 May 2018

Huazhu Fu

Jun Cheng

Yanwu Xu

Papers citing "Disc-aware Ensemble Network for Glaucoma Screening from Fundus Image"

50 / 56 papers shown

Title
FundusGAN: A Hierarchical Feature-Aware Generative Framework for High-Fidelity Fundus Image Generation Qingshan Hou Hao Wu Peng Cao Zou Ke Xiaoli Liu Huazhu Fu Osmar R. Zaiane MedIm 47 1 0 22 Mar 2025
Interpretable Few-Shot Retinal Disease Diagnosis with Concept-Guided Prompting of Vision-Language Models Deval Mehta Yiwen Jiang Catherine L Jan M. He Kshitij S. Jadhav Zongyuan Ge VLM 60 0 0 04 Mar 2025
GONet: A Generalizable Deep Learning Model for Glaucoma Detection Or Abramovich Hadas Pizem Jonathan Fhima Eran Berkowitz Ben Gofrit ... Meital Baskin Jan Van Eijgen Ingeborg Stalmans E. Blumenthal Joachim A. Behar 64 1 0 26 Feb 2025
Trends, Challenges, and Future Directions in Deep Learning for Glaucoma: A Systematic Review Mahtab Faraji Homa Rashidisabet George R. Nahass R. Chan Thasarat S Vajaranant Darvin Yi 32 0 0 07 Nov 2024
AI-Driven Approaches for Glaucoma Detection -- A Comprehensive Review Yuki Hagiwara Octavia-Andreea Ciora Maureen Monnet Gino Lancho J. Lorenz 20 0 0 21 Oct 2024
Non-Invasive to Invasive: Enhancing FFA Synthesis from CFP with a Benchmark Dataset and a Novel Network Hongqiu Wang Zhaohu Xing Weitong Wu Yijun Yang Qingqing Tang Meixia Zhang Yanwu Xu Lei Zhu MedIm 25 1 0 19 Oct 2024
GS-Net: Global Self-Attention Guided CNN for Multi-Stage Glaucoma Classification Dipankar Das Deepak Ranjan Nayak 26 5 0 24 Sep 2024
Multiscale Color Guided Attention Ensemble Classifier for Age-Related Macular Degeneration using Concurrent Fundus and Optical Coherence Tomography Images Pragya Gupta Subhamoy Mandal Debashree Guha Debjani Chakraborty 28 0 0 01 Sep 2024
Graph-Guided Test-Time Adaptation for Glaucoma Diagnosis using Fundus Photography Qian Zeng Le Zhang Yipeng Liu Ce Zhu Fan Zhang OOD MedIm 43 1 0 05 Jul 2024
FRCNet Frequency and Region Consistency for Semi-supervised Medical Image Segmentation Along He Tao Li Yanlin Wu Ke Zou Huazhu Fu 26 2 0 26 May 2024
Not just Birds and Cars: Generic, Scalable and Explainable Models for Professional Visual Recognition Junde Wu Jiayuan Zhu Min Xu Yueming Jin 30 0 0 08 Mar 2024
Selective Prediction for Semantic Segmentation using Post-Hoc Confidence Estimation and Its Performance under Distribution Shift Bruno Laboissiere Camargos Borges Bruno Machado Pacheco Danilo Silva 14 0 0 16 Feb 2024
Exploring Deep Learning Techniques for Glaucoma Detection: A Comprehensive Review Aized Amin Soofi Fazal-e-Amin 22 3 0 02 Nov 2023
EDDense-Net: Fully Dense Encoder Decoder Network for Joint Segmentation of Optic Cup and Disc Mehwish Mehmood K. Naveed Khursheed Aurangzeb Haroon Ahmed Khan Musaed Alhussein Syed S. Naqvi MedIm 20 3 0 20 Aug 2023
Deep Learning and Computer Vision for Glaucoma Detection: A Review Mona Ashtari-Majlan Mohammad Mahdi Dehshibi David Masip 34 9 0 31 Jul 2023
Harvard Glaucoma Fairness: A Retinal Nerve Disease Dataset for Fairness Learning and Fair Identity Normalization Yan Luo Yu Tian Minfei Shi Louis R. Pasquale Lucy Q. Shen Nazlee Zebardast T. Elze Mengyu Wang 31 18 0 15 Jun 2023
Evaluate underdiagnosis and overdiagnosis bias of deep learning model on primary open-angle glaucoma diagnosis in under-served patient populations Mingquan Lin Yuyun Xiao Bojian Hou Tingyi Wanyan M. Sharma Zhangyang Wang Fei-Yue Wang S. V. Tassel Yifan Peng 20 5 0 26 Jan 2023
ExpNet: A unified network for Expert-Level Classification Junde Wu Huihui Fang Yehui Yang Yu Zhang Haoyi Xiong Huazhu Fu Yanwu Xu 24 0 0 29 Nov 2022
Learning to screen Glaucoma like the ophthalmologists Junde Wu Huihui Fang Fei Li Huazhu Fu Yanwu Xu 22 0 0 23 Sep 2022
Calibrate the inter-observer segmentation uncertainty via diagnosis-first principle Junde Wu Huihui Fang Hoayi Xiong Lixin Duan Mingkui Tan Weihua Yang Huiying Liu Yanwu Xu MedIm 41 1 0 05 Aug 2022
Discriminative Kernel Convolution Network for Multi-Label Ophthalmic Disease Detection on Imbalanced Fundus Image Dataset Amit Bhati Neha Gour P. Khanna A. Ojha 16 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 17 19 0 12 Jun 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
Opinions Vary? Diagnosis First! Junde Wu Huihui Fang Dalu Yang Binghong Wu Wenshuo Zhou Fangxin Shang Yehui Yang Yanwu Xu 22 3 0 14 Feb 2022
Label uncertainty-guided multi-stream model for disease screening Chi Liu Z. Ge M. He Xiaotong Han 28 2 0 28 Jan 2022
Hierarchical Knowledge Guided Learning for Real-world Retinal Diseases Recognition Lie Ju Zhen Yu Lin Wang Xin Zhao Xin Wang Paul Bonnington Z. Ge 21 14 0 17 Nov 2021
CADA: Multi-scale Collaborative Adversarial Domain Adaptation for Unsupervised Optic Disc and Cup Segmentation Peng Liu Charlie Tran Bin Kong R. Fang 33 17 0 05 Oct 2021
U-Net with Hierarchical Bottleneck Attention for Landmark Detection in Fundus Images of the Degenerated Retina Shuyun Tang Z. Qi Jacob Granley M. Beyeler 11 9 0 09 Jul 2021
Self-Adaptive Transfer Learning for Multicenter Glaucoma Classification in Fundus Retina Images Yiming Bao Jun Wang Tong Li Linyan Wang Jianwei Xu Juan Ye Dahong Qian OOD 18 3 0 07 May 2021
Relational Subsets Knowledge Distillation for Long-tailed Retinal Diseases Recognition Lie Ju Xin Wang Lin Wang Tongliang Liu Xin Zhao Tom Drummond Dwarikanath Mahapatra Z. Ge 15 42 0 22 Apr 2021
VTGAN: Semi-supervised Retinal Image Synthesis and Disease Prediction using Vision Transformers Sharif Amit Kamran Khondker Fariha Hossain Alireza Tavakkoli S. Zuckerbrod S. Baker ViT MedIm 29 54 0 14 Apr 2021
I-ODA, Real-World Multi-modal Longitudinal Data for OphthalmicApplications Nooshin Mojab Vahid Noroozi Abdullah Aleem Manoj Prabhakar Nallabothula Joseph Baker ... M. Rosenblatt R. Chan Darvin Yi Philip S. Yu J. Hallak 11 5 0 30 Mar 2021
Deep learning on fundus images detects glaucoma beyond the optic disc Ruben Hemelings B. Elen J. Barbosa-Breda Matthew B. Blaschko P. Boever Ingeborg Stalmans MedIm 28 59 0 22 Mar 2021
Rapid Classification of Glaucomatous Fundus Images Hardit Singh Simarjeet S. Saini Vasudevan Lakshminarayanan 22 7 0 08 Feb 2021
Applications of Deep Learning in Fundus Images: A Review Tao Li Wang Bo Chunyu Hu Hong Kang Hanruo Liu Kai Wang Huazhu Fu 14 255 0 25 Jan 2021
Leveraging Regular Fundus Images for Training UWF Fundus Diagnosis Models via Adversarial Learning and Pseudo-Labeling Lie Ju Xin Wang Xin Zhao Paul Bonnington Tom Drummond Zongyuan Ge GAN MedIm 21 40 0 27 Nov 2020
DoFE: Domain-oriented Feature Embedding for Generalizable Fundus Image Segmentation on Unseen Datasets Shujun Wang Lequan Yu Kang Li Xin Yang Chi-Wing Fu Pheng-Ann Heng 6 131 0 13 Oct 2020
Clinically Verified Hybrid Deep Learning System for Retinal Ganglion Cells Aware Grading of Glaucomatous Progression H. Raja Taimur Hassan M. Akram Naoufel Werghi 11 37 0 08 Oct 2020
Leveraging Undiagnosed Data for Glaucoma Classification with Teacher-Student Learning Junde Wu Shuang Yu Wenting Chen Kai Ma Rao Fu Hanruo Liu Xiaoguang Di Yefeng Zheng 18 23 0 22 Jul 2020
Self-supervised Feature Learning via Exploiting Multi-modal Data for Retinal Disease Diagnosis Xiaomeng Li M. Jia Md Tauhidul Islam Lequan Yu Lei Xing 18 109 0 21 Jul 2020
Attention2AngioGAN: Synthesizing Fluorescein Angiography from Retinal Fundus Images using Generative Adversarial Networks Sharif Amit Kamran Khondker Fariha Hossain Alireza Tavakkoli S. Zuckerbrod GAN MedIm 24 24 0 17 Jul 2020
AGE Challenge: Angle Closure Glaucoma Evaluation in Anterior Segment Optical Coherence Tomography Huazhu Fu Fei Li Xu Sun Xingxing Cao J. Liao ... Yan Kong Yongyong Ren Hrvoje Bogunović Xiulan Zhang Yanwu Xu 32 57 0 05 May 2020
Bridge the Domain Gap Between Ultra-wide-field and Traditional Fundus Images via Adversarial Domain Adaptation Lie Ju Xin Wang Quan-Gen Zhou Hu Zhu Mehrtash Harandi Paul Bonnington Tom Drummond Zongyuan Ge MedIm 6 7 0 23 Mar 2020
Regression and Learning with Pixel-wise Attention for Retinal Fundus Glaucoma Segmentation and Detection Peng Liu R. Fang 28 3 0 06 Jan 2020
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
Evaluation of an AI system for the automated detection of glaucoma from stereoscopic optic disc photographs: the European Optic Disc Assessment Study T. W. Rogers Nicolas Jaccard F. Carbonaro H. Lemij Koen A. Vermeer N. Reus S. Trikha 19 37 0 04 Jun 2019
TRk-CNN: Transferable Ranking-CNN for image classification of glaucoma, glaucoma suspect, and normal eyes Tae Joon Jun Y. Eom Dohyeun Kim Cherry Kim Ji-Hye Park Hoang Minh Nguyen Daeyoung Kim MedIm 11 28 0 16 May 2019
Transformation Consistent Self-ensembling Model for Semi-supervised Medical Image Segmentation Xiaomeng Li Lequan Yu Hao Chen Chi-Wing Fu Lei Xing Pheng-Ann Heng MedIm 14 377 0 28 Feb 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 18 220 0 20 Feb 2019
Automated Segmentation of the Optic Disk and Cup using Dual-Stage Fully Convolutional Networks Lei Bi Yuyu Guo Qian Wang D. Feng M. Fulham Jinman Kim MedIm 21 3 0 13 Feb 2019