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1907.05345
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Evaluation of Retinal Image Quality Assessment Networks in Different Color-spaces
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2019
10 July 2019
Huazhu Fu
Boyang Wang
Jianbing Shen
Shanshan Cui
Yanwu Xu
Jiang-Dong Liu
Ling Shao
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Papers citing
"Evaluation of Retinal Image Quality Assessment Networks in Different Color-spaces"
50 / 54 papers shown
Semi-Supervised Multi-Task Learning for Interpretable Quality As- sessment of Fundus Images
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Danila Nejamkin
Estefanía Mata
Francisco Filizzola
Kevin Wignall
...
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Thenukan Pathmanathan
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Tharmakulasingam Mukunthan
166
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0
28 Oct 2025
GROK: From Quantitative Biomarkers to Qualitative Diagnosis via a Grounded MLLM with Knowledge-Guided Instruction
Zhuangzhi Gao
Hongyi Qin
He Zhao
Qinkai Yu
Feixiang Zhou
...
Uazman Alam
Alena Shantsila
Wahbi El-Bouri
Gregory Y.H. Lip
Yalin Zheng
139
0
0
05 Oct 2025
MedQ-Bench: Evaluating and Exploring Medical Image Quality Assessment Abilities in MLLMs
Jiyao Liu
Jinjie Wei
Wanying Qu
Chenglong Ma
Junzhi Ning
...
Zhongying Deng
Jin Ye
Lihao Liu
Junjun He
Ningsheng Xu
LM&MA
191
6
0
02 Oct 2025
UOPSL: Unpaired OCT Predilection Sites Learning for Fundus Image Diagnosis Augmentation
Zhihao Zhao
Yinzheng Zhao
Junjie Yang
Xiangtong Yao
Quanmin Liang
Daniel Zapp
Kai Huang
Nassir Navab
M. A. Nasseri
198
2
0
10 Sep 2025
EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting
Yujin Park
Haejun Chung
Ikbeom Jang
198
1
0
29 Aug 2025
RetinalGPT: A Retinal Clinical Preference Conversational Assistant Powered by Large Vision-Language Models
Wenhui Zhu
Xin Li
Xiwen Chen
Peijie Qiu
Vamsi Krishna Vasa
...
Yanxi Chen
Natasha Lepore
Oana Dumitrascu
Yi Su
Yalin Wang
LM&MA
399
7
0
06 Mar 2025
Versatile Cataract Fundus Image Restoration Model Utilizing Unpaired Cataract and High-quality Images
Scientific Reports (Sci Rep), 2024
Zheng Gong
Zhuo Deng
Weihao Gao
Wenda Zhou
Yuhang Yang
Hanqing Zhao
Zhiyuan Niu
Lei Shao
Wenbin Wei
Lan Ma
248
2
0
19 Nov 2024
Enhancing Community Vision Screening -- AI Driven Retinal Photography for Early Disease Detection and Patient Trust
Xiaofeng Lei
Yih-Chung Tham
Jocelyn Hui Lin Goh
Yangqin Feng
Yang Bai
Z. Soh
Rick Siow Mong Goh
Xinxing Xu
Yong Liu
Ching-Yu Cheng
124
0
0
27 Oct 2024
Integrating Deep Learning with Fundus and Optical Coherence Tomography for Cardiovascular Disease Prediction
Cynthia Maldonado García
Arezoo Zakeri
Alejandro F Frangi
Nishant Ravikumar
134
2
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18 Oct 2024
Multi-style conversion for semantic segmentation of lesions in fundus images by adversarial attacks
Clément Playout
Renaud Duval
Marie Carole Boucher
Farida Cheriet
MedIm
276
1
0
17 Oct 2024
VascX Models: Model Ensembles for Retinal Vascular Analysis from Color Fundus Images
Jose Vargas Quiros
B. Liefers
Karin van Garderen
Jeroen Vermeulen
Eyened Reading Center
Sinergia Consortium
C. Klaver
280
2
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24 Sep 2024
Fundus image enhancement through direct diffusion bridges
IEEE journal of biomedical and health informatics (IEEE JBHI), 2024
Sehui Kim
Hyungjin Chung
Se Hie Park
Eui-Sang Chung
Kayoung Yi
Jong Chul Ye
DiffM
MedIm
237
8
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19 Sep 2024
CUNSB-RFIE: Context-aware Unpaired Neural Schr"{o}dinger Bridge in Retinal Fundus Image Enhancement
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024
Xuanzhao Dong
Vamsi Krishna Vasa
Wenhui Zhu
Peijie Qiu
Xiwen Chen
Yi Su
Yujian Xiong
Zhangsihao Yang
Yanxi Chen
Yalin Wang
MedIm
251
17
0
17 Sep 2024
Context-Aware Optimal Transport Learning for Retinal Fundus Image Enhancement
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024
Vamsi Krishna Vasa
Peijie Qiu
Wenhui Zhu
Yujian Xiong
Oana Dumitrascu
Yalin Wang
MedIm
225
15
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12 Sep 2024
Lightening Anything in Medical Images
Ben Fei
Yixuan Li
Weidong Yang
Hengjun Gao
Jingyi Xu
Lipeng Ma
Yatian Yang
Pinghong Zhou
MedIm
256
2
0
01 Jun 2024
Is Dataset Quality Still a Concern in Diagnosis Using Large Foundation Model?
Ziqin Lin
Heng Li
Zinan Li
Huazhu Fu
Jiang-Dong Liu
AI4MH
LM&MA
256
0
0
21 May 2024
Cross-Dataset Generalization For Retinal Lesions Segmentation
Clément Playout
Farida Cheriet
149
1
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14 May 2024
QMix: Quality-aware Learning with Mixed Noise for Robust Retinal Disease Diagnosis
Junlin Hou
Jilan Xu
Rui Feng
Hao Chen
346
6
0
08 Apr 2024
A Clinical-oriented Multi-level Contrastive Learning Method for Disease Diagnosis in Low-quality Medical Images
Qingshan Hou
Shuai Cheng
Peng Cao
Jinzhu Yang
Xiaoli Liu
Osmar R. Zaiane
Yih-Chung Tham
162
4
0
07 Apr 2024
Continual Learning in Medical Image Analysis: A Comprehensive Review of Recent Advancements and Future Prospects
Pratibha Kumari
Joohi Chauhan
Afshin Bozorgpour
Boqiang Huang
Reza Azad
Dorit Merhof
462
28
0
28 Dec 2023
ReSynthDetect: A Fundus Anomaly Detection Network with Reconstruction and Synthetic Features
Jingqi Niu
Qinji Yu
Shiwen Dong
Zilong Wang
K. Dang
Xiaowei Ding
MedIm
332
3
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27 Dec 2023
Enhancing and Adapting in the Clinic: Source-free Unsupervised Domain Adaptation for Medical Image Enhancement
IEEE Transactions on Medical Imaging (TMI), 2023
Heng Li
Ziqin Lin
Zhongxi Qiu
Zinan Li
Huazhu Fu
Yan Hu
Jiang-Dong Liu
MedIm
284
27
0
03 Dec 2023
A Generic Fundus Image Enhancement Network Boosted by Frequency Self-supervised Representation Learning
Heng Li
Haofeng Liu
Huazhu Fu
Yanwu Xu
Hui Shu
Ke Niu
Yan Hu
Jiang-Dong Liu
185
36
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02 Sep 2023
Denoising Diffusion Probabilistic Model for Retinal Image Generation and Segmentation
International Conference on Computational Photography (ICCP), 2023
Alnur Alimanov
Md Baharul Islam
DiffM
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244
19
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16 Aug 2023
QuickQual: Lightweight, convenient retinal image quality scoring with off-the-shelf pretrained models
Justin Engelmann
Amos Storkey
Miguel O. Bernabeu
165
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25 Jul 2023
HQG-Net: Unpaired Medical Image Enhancement with High-Quality Guidance
Chunming He
Kai Li
Guoxia Xu
Jiangpeng Yan
Longxiang Tang
Yulun Zhang
Xiu Li
Yao Wang
MedIm
210
74
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15 Jul 2023
PALM: Open Fundus Photograph Dataset with Pathologic Myopia Recognition and Anatomical Structure Annotation
Scientific Data (Sci Data), 2023
Huihui Fang
Fei Li
Junde Wu
Huazhu Fu
Xu Sun
J. Orlando
Hrvoje Bogunović
Xiulan Zhang
Yanwu Xu
230
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13 May 2023
Image Quality-aware Diagnosis via Meta-knowledge Co-embedding
Computer Vision and Pattern Recognition (CVPR), 2023
Haoxuan Che
Si Chen
Haoxing Chen
297
21
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27 Mar 2023
Learning Enhancement From Degradation: A Diffusion Model For Fundus Image Enhancement
Puijin Cheng
Li Lin
Yijin Huang
Huaqing He
Tong Lu
Xiaoying Tang
MedIm
DiffM
232
10
0
08 Mar 2023
Retinal Image Restoration using Transformer and Cycle-Consistent Generative Adversarial Network
International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS), 2022
Alnur Alimanov
Md Baharul Islam
ViT
MedIm
139
7
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03 Mar 2023
Bridging Synthetic and Real Images: a Transferable and Multiple Consistency aided Fundus Image Enhancement Framework
IEEE Transactions on Medical Imaging (TMI), 2023
Erjian Guo
Huazhu Fu
Luping Zhou
Dong Xu
MedIm
342
20
0
23 Feb 2023
Evaluating Trade-offs in Computer Vision Between Attribute Privacy, Fairness and Utility
William Paul
P. Mathew
F. Alajaji
Philippe Burlina
203
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15 Feb 2023
Deep Learning Predicts Prevalent and Incident Parkinson's Disease From UK Biobank Fundus Imaging
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Charlie Tran
Kaitlyn M. Shen
Ke Liu
Akshay Ashok
Adolfo Ramirez-Zamora
Jinghua Chen
Yulin Li
Ruogu Fang
183
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13 Feb 2023
OTRE: Where Optimal Transport Guided Unpaired Image-to-Image Translation Meets Regularization by Enhancing
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Wenjie Zhu
Peijie Qiu
Oana Dumitrascu
Jacob Jacob
Mohammad Farazi
Zhangsihao Yang
Keshav Nandakumar
Yalin Wang
MedIm
283
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Optimal Transport Guided Unsupervised Learning for Enhancing low-quality Retinal Images
IEEE International Symposium on Biomedical Imaging (ISBI), 2023
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Peijie Qiu
Mohammad Farazi
Keshav Nandakumar
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170
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Self-supervised Domain Adaptation for Breaking the Limits of Low-quality Fundus Image Quality Enhancement
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UNO-QA: An Unsupervised Anomaly-Aware Framework with Test-Time Clustering for OCTA Image Quality Assessment
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Li Lin
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372
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Degradation-invariant Enhancement of Fundus Images via Pyramid Constraint Network
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Heng Li
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Ruoxiu Xiao
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Jiang-Dong Liu
196
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A ResNet is All You Need? Modeling A Strong Baseline for Detecting Referable Diabetic Retinopathy in Fundus Images
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Marcela S. Martínez
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Ingeborg Stalmans
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LesionPaste: One-Shot Anomaly Detection for Medical Images
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REFUGE2 Challenge: A Treasure Trove for Multi-Dimension Analysis and Evaluation in Glaucoma Screening
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Xiulan Zhang
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442
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Anomaly Detection in Retinal Images using Multi-Scale Deep Feature Sparse Coding
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Sourya Dipta Das
Saikat Dutta
Nisarg A. Shah
Dwarikanath Mahapatra
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RFormer: Transformer-based Generative Adversarial Network for Real Fundus Image Restoration on A New Clinical Benchmark
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