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1805.07549
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Disc-aware Ensemble Network for Glaucoma Screening from Fundus Image
19 May 2018
Huazhu Fu
Jun Cheng
Yanwu Xu
Changqing Zhang
D. Wong
Jiang-Dong Liu
Xiaochun Cao
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Papers citing
"Disc-aware Ensemble Network for Glaucoma Screening from Fundus Image"
50 / 57 papers shown
Enhancing Diabetic Retinopathy Classification Accuracy through Dual Attention Mechanism in Deep Learning
Computer Methods in Biomechanics and Biomedical Engineering (CMBEBE), 2025
Abdul Hannan
Zahid Mahmood
Rizwan Qureshi
Hazrat Ali
151
7
0
25 Jul 2025
FundusGAN: A Hierarchical Feature-Aware Generative Framework for High-Fidelity Fundus Image Generation
Qingshan Hou
Ming Wang
Peng Cao
Zou Ke
Xiaoli Liu
Huazhu Fu
Osmar R. Zaiane
MedIm
306
2
0
22 Mar 2025
Interpretable Few-Shot Retinal Disease Diagnosis with Concept-Guided Prompting of Vision-Language Models
Information Processing in Medical Imaging (IPMI), 2025
Deval Mehta
Yiwen Jiang
Catherine L Jan
M. He
Kshitij S. Jadhav
Zongyuan Ge
VLM
302
3
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
232
6
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
318
2
0
07 Nov 2024
AI-Driven Approaches for Glaucoma Detection -- A Comprehensive Review
Yuki Hagiwara
Octavia-Andreea Ciora
Maureen Monnet
Gino Lancho
J. Lorenz
221
4
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
341
12
0
19 Oct 2024
GS-Net: Global Self-Attention Guided CNN for Multi-Stage Glaucoma Classification
International Conference on Information Photonics (ICIP), 2023
Dipankar Das
Deepak Ranjan Nayak
191
18
0
24 Sep 2024
Multiscale Color Guided Attention Ensemble Classifier for Age-Related Macular Degeneration using Concurrent Fundus and Optical Coherence Tomography Images
International Conference on Pattern Recognition (ICPR), 2024
Pragya Gupta
Subhamoy Mandal
Debashree Guha
Debjani Chakraborty
221
0
0
01 Sep 2024
FunOTTA: On-the-Fly Adaptation on Cross-Domain Fundus Image via Stable Test-time Training
IEEE Transactions on Medical Imaging (IEEE TMI), 2024
Qian Zeng
Le Zhang
Yipeng Liu
Ce Zhu
Fan Zhang
OOD
MedIm
408
2
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
295
10
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
309
0
0
08 Mar 2024
Soft Dice Confidence: A Near-Optimal Confidence Estimator for Selective Prediction in Semantic Segmentation
Bruno Laboissiere Camargos Borges
Bruno Machado Pacheco
Danilo Silva
UQCV
371
0
0
16 Feb 2024
Exploring Deep Learning Techniques for Glaucoma Detection: A Comprehensive Review
Aized Amin Soofi
Fazal-e-Amin
146
4
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
161
3
0
20 Aug 2023
Deep Learning and Computer Vision for Glaucoma Detection: A Review
Mona Ashtari-Majlan
Mohammad Mahdi Dehshibi
David Masip
281
17
0
31 Jul 2023
Harvard Glaucoma Fairness: A Retinal Nerve Disease Dataset for Fairness Learning and Fair Identity Normalization
IEEE Transactions on Medical Imaging (TMI), 2023
Yan Luo
Yu Tian
Minfei Shi
Louis R. Pasquale
Lucy Q. Shen
Nazlee Zebardast
T. Elze
Mengyu Wang
308
45
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
Zinan Lin
Haiwei Yang
S. V. Tassel
Yifan Peng
264
8
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
267
1
0
29 Nov 2022
Learning to screen Glaucoma like the ophthalmologists
Junde Wu
Huihui Fang
Fei Li
Huazhu Fu
Yanwu Xu
174
1
0
23 Sep 2022
Calibrate the inter-observer segmentation uncertainty via diagnosis-first principle
IEEE Transactions on Medical Imaging (IEEE TMI), 2022
Junde Wu
Huihui Fang
Hoayi Xiong
Lixin Duan
Zhuliang Yu
Weihua Yang
Huiying Liu
Yanwu Xu
MedIm
222
2
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
309
67
0
16 Jul 2022
SeATrans: Learning Segmentation-Assisted diagnosis model via Transformer
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022
Junde Wu
Huihui Fang
Fangxin Shang
Dalu Yang
Zhao-Yang Wang
Jing Gao
Yehui Yang
Yanwu Xu
MedIm
ViT
251
21
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
277
98
0
14 Feb 2022
Opinions Vary? Diagnosis First!
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022
Junde Wu
Huihui Fang
Dalu Yang
Binghong Wu
Wenshuo Zhou
Fangxin Shang
Yehui Yang
Yanwu Xu
359
3
0
14 Feb 2022
Label uncertainty-guided multi-stream model for disease screening
IEEE International Symposium on Biomedical Imaging (ISBI), 2022
Chi Liu
Z. Ge
M. He
Xiaotong Han
260
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
223
27
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
205
23
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
141
10
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
Xiaobo Li
OOD
339
5
0
07 May 2021
Relational Subsets Knowledge Distillation for Long-tailed Retinal Diseases Recognition
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2021
Lie Ju
Xin Wang
Lin Wang
Tongliang Liu
Xin Zhao
Tom Drummond
Dwarikanath Mahapatra
Z. Ge
244
50
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
327
72
0
14 Apr 2021
I-ODA, Real-World Multi-modal Longitudinal Data for OphthalmicApplications
International Conference on Health Informatics (ICHI), 2021
Nooshin Mojab
Vahid Noroozi
Abdullah Aleem
Manoj Prabhakar Nallabothula
Joseph Baker
...
M. Rosenblatt
R. Chan
Darvin Yi
Philip S. Yu
J. Hallak
82
6
0
30 Mar 2021
Deep learning on fundus images detects glaucoma beyond the optic disc
Scientific Reports (Sci Rep), 2021
Ruben Hemelings
B. Elen
J. Barbosa-Breda
Matthew B. Blaschko
P. Boever
Ingeborg Stalmans
MedIm
201
84
0
22 Mar 2021
Rapid Classification of Glaucomatous Fundus Images
Journal of The Optical Society of America A-optics Image Science and Vision (JOSA A), 2021
Hardit Singh
Simarjeet S. Saini
Vasudevan Lakshminarayanan
120
8
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
307
316
0
25 Jan 2021
Leveraging Regular Fundus Images for Training UWF Fundus Diagnosis Models via Adversarial Learning and Pseudo-Labeling
IEEE Transactions on Medical Imaging (TMI), 2020
Lie Ju
Xin Wang
Xin Zhao
Paul Bonnington
Tom Drummond
Zongyuan Ge
GAN
MedIm
194
49
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
305
184
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
142
44
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
158
25
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
198
131
0
21 Jul 2020
Attention2AngioGAN: Synthesizing Fluorescein Angiography from Retinal Fundus Images using Generative Adversarial Networks
International Conference on Pattern Recognition (ICPR), 2020
Sharif Amit Kamran
Khondker Fariha Hossain
Alireza Tavakkoli
S. Zuckerbrod
GAN
MedIm
158
30
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
311
61
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
233
9
0
23 Mar 2020
Regression and Learning with Pixel-wise Attention for Retinal Fundus Glaucoma Segmentation and Detection
Peng Liu
R. Fang
179
3
0
06 Jan 2020
Evaluation of Retinal Image Quality Assessment Networks in Different Color-spaces
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2019
Huazhu Fu
Boyang Wang
Jianbing Shen
Shanshan Cui
Yanwu Xu
Jiang-Dong Liu
Ling Shao
262
216
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
105
44
0
04 Jun 2019
TRk-CNN: Transferable Ranking-CNN for image classification of glaucoma, glaucoma suspect, and normal eyes
Expert systems with applications (ESWA), 2019
Tae Joon Jun
Y. Eom
Dohyeun Kim
Cherry Kim
Ji-Hye Park
Hoang Minh Nguyen
Daeyoung Kim
MedIm
67
35
0
16 May 2019
Transformation Consistent Self-ensembling Model for Semi-supervised Medical Image Segmentation
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2019
Xuelong Li
Lequan Yu
Hao Chen
Chi-Wing Fu
Lei Xing
Pheng-Ann Heng
MedIm
313
482
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
213
247
0
20 Feb 2019
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