CANet: Cross-disease Attention Network for Joint Diabetic Retinopathy and Diabetic Macular Edema Grading

4 November 2019

Xiaowei Hu

Lei Zhu

Pheng-Ann Heng

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Papers citing "CANet: Cross-disease Attention Network for Joint Diabetic Retinopathy and Diabetic Macular Edema Grading"

24 / 24 papers shown

Title
DCAT: Dual Cross-Attention Fusion for Disease Classification in Radiological Images with Uncertainty Estimation Jutika Borah H. Singh MedIm 168 0 0 14 Mar 2025
A Foundation Language-Image Model of the Retina (FLAIR): Encoding Expert Knowledge in Text Supervision Julio Silva-Rodríguez H. Chakor Riadh Kobbi Jose Dolz Ismail Ben Ayed VLM MedIm 231 44 0 15 Aug 2023
Self-supervised Domain Adaptation for Breaking the Limits of Low-quality Fundus Image Quality Enhancement Qingshan Hou Peng Cao Jia-Qing Wang Xiaoli Liu Jinzhu Yang Osmar R. Zaiane 62 2 0 17 Jan 2023
Transfer Learning based Detection of Diabetic Retinopathy from Small Dataset Misgina Tsighe Hagos Shri Kant 57 86 0 17 May 2019
Deep Learning Fundus Image Analysis for Diabetic Retinopathy and Macular Edema Grading J. Sahlsten J. Jaskari Jyri J. Kivinen L. Turunen Esa Jaanio K. Hietala K. Kaski MedIm 54 189 0 16 Apr 2019
Deep Learning based Early Detection and Grading of Diabetic Retinopathy Using Retinal Fundus Images S. M. S. Islam Md Golam Moula Mehedi Hasan Sohaib Abdullah 43 75 0 27 Dec 2018
Graph Neural Networks: A Review of Methods and Applications Jie Zhou Ganqu Cui Shengding Hu Zhengyan Zhang Cheng Yang Zhiyuan Liu Lifeng Wang Changcheng Li Maosong Sun AI4CE GNN 1.1K 5,551 0 20 Dec 2018
A multi-task deep learning model for the classification of Age-related Macular Degeneration Qingyu Chen Yifan Peng T. Keenan S. Dharssi Elvira Agrón W. Wong E. Chew Zhiyong Lu BDL MedIm 47 45 0 02 Dec 2018
Ensemble of Convolutional Neural Networks for Automatic Grading of Diabetic Retinopathy and Macular Edema Avinash Kori Sai Saketh Chennamsetty Mohammed Safwan K.P. Varghese Alex MedIm 34 23 0 12 Sep 2018
Multi-Cell Multi-Task Convolutional Neural Networks for Diabetic Retinopathy Grading Kang Zhou Zaiwang Gu Wen Liu Weixin Luo Jun Cheng Shenghua Gao Jiang-Dong Liu 81 75 0 31 Aug 2018
CBAM: Convolutional Block Attention Module Sanghyun Woo Jongchan Park Joon-Young Lee In So Kweon 227 16,641 0 17 Jul 2018
Grader variability and the importance of reference standards for evaluating machine learning models for diabetic retinopathy Jonathan Krause Varun Gulshan E. Rahimy Peter Karth Kasumi Widner G. Corrado L. Peng D. Webster 166 441 0 04 Oct 2017
Squeeze-and-Excitation Networks Jie Hu Li Shen Samuel Albanie Gang Sun Enhua Wu 427 26,605 0 05 Sep 2017
Zoom-in-Net: Deep Mining Lesions for Diabetic Retinopathy Detection Zhe Wang Yanxin Yin Jianping Shi Wei Fang Hongsheng Li Xiaogang Wang 70 242 0 14 Jun 2017
An Ensemble Deep Learning Based Approach for Red Lesion Detection in Fundus Images J. Orlando E. Prokofyeva M. D. Fresno Matthew B. Blaschko MedIm 60 243 0 09 Jun 2017
Lesion detection and Grading of Diabetic Retinopathy via Two-stages Deep Convolutional Neural Networks Yehui Yang Tao Li Wensi Li Haishan Wu Wei Fan Wensheng Zhang MedIm 59 175 0 02 May 2017
Deep Learning for Multi-Task Medical Image Segmentation in Multiple Modalities P. Moeskops J. Wolterink Bas H. M. van der Velden K. Gilhuijs T. Leiner M. Viergever Ivana Išgum SSeg 62 314 0 11 Apr 2017
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network C. Ledig Lucas Theis Ferenc Huszár Jose Caballero Andrew Cunningham ... Andrew P. Aitken Alykhan Tejani J. Totz Zehan Wang Wenzhe Shi GAN 244 10,729 0 15 Sep 2016
Energy-based Generative Adversarial Network Jiaqi Zhao Michaël Mathieu Yann LeCun GAN 143 1,114 0 11 Sep 2016
Densely Connected Convolutional Networks Gao Huang Zhuang Liu Laurens van der Maaten Kilian Q. Weinberger PINN 3DV 840 36,910 0 25 Aug 2016
SGDR: Stochastic Gradient Descent with Warm Restarts I. Loshchilov Frank Hutter ODL 350 8,179 0 13 Aug 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.3K 194,641 0 10 Dec 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.1K 150,433 0 22 Dec 2014
An ensemble-based system for automatic screening of diabetic retinopathy B. Antal András Hajdu 95 237 0 30 Oct 2014