Lesion detection and Grading of Diabetic Retinopathy via Two-stages Deep Convolutional Neural Networks

2 May 2017

Papers citing "Lesion detection and Grading of Diabetic Retinopathy via Two-stages Deep Convolutional Neural Networks"

30 / 30 papers shown

Title
Lesion-aware network for diabetic retinopathy diagnosis Xue Xia Kun Zhan Yuming Fang Wenhui Jiang Fei Shen MedIm 46 1 0 14 Aug 2024
Diabetic Retinopathy Detection Using Quantum Transfer Learning Ankush Jain Rinav Gupta Jai Singhal MedIm 35 1 0 02 May 2024
SynFundus-1M: A High-quality Million-scale Synthetic fundus images Dataset with Fifteen Types of Annotation Fangxin Shang Jie Fu Yehui Yang Haifeng Huang Junwei Liu Lei Ma MedIm 81 1 0 01 Dec 2023
A Comparative Study of Filters and Deep Learning Models to predict Diabetic Retinopathy Roshan Vasu Muddaluru Sharvaani Ravikumar Thoguluva Shruti Prabha Tanuja Konda Reddy Suja Palaniswamy 27 4 0 26 Sep 2023
DRG-Net: Interactive Joint Learning of Multi-lesion Segmentation and Classification for Diabetic Retinopathy Grading Hasan Md Tusfiqur D. M. Nguyen M. T. N. Truong T. A. Nguyen Binh Duc Nguyen ... H. Profitlich Ngoc T. T. Than Ngan Le P. Xie Daniel Sonntag MedIm 85 8 0 30 Dec 2022
SSiT: Saliency-guided Self-supervised Image Transformer for Diabetic Retinopathy Grading Yijin Huang Junyan Lyu Pujin Cheng Roger Tam Xiaoying Tang ViT MedIm 110 20 0 20 Oct 2022
A comprehensive survey on computer-aided diagnostic systems in diabetic retinopathy screening M. Tavakoli Patrick Kelley 43 1 0 03 Aug 2022
Explainable and Interpretable Diabetic Retinopathy Classification Based on Neural-Symbolic Learning Se-In Jang M. Girard Alexandre Hoang Thiery 48 4 0 01 Apr 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 61 15 0 17 Nov 2021
Identifying the key components in ResNet-50 for diabetic retinopathy grading from fundus images: a systematic investigation Yijin Huang Li Lin Pujin Cheng Junyan Lyu Roger Tam Xiaoying Tang 90 34 0 27 Oct 2021
A deep learning model for classification of diabetic retinopathy in eye fundus images based on retinal lesion detection Melissa delaPava Hernán Ríos Francisco J. Rodríguez Oscar J. Perdomo Fabio A. González MedIm 41 6 0 14 Oct 2021
Explainable Diabetic Retinopathy Detection and Retinal Image Generation Yuhao Niu Lin Gu Yitian Zhao Feng Lu MedIm 74 58 0 01 Jul 2021
Multitasking Deep Learning Model for Detection of Five Stages of Diabetic Retinopathy Sharmin Majumder N. Kehtarnavaz 54 87 0 06 Mar 2021
Applications of Deep Learning in Fundus Images: A Review Tao Li Wang Bo Chunyu Hu Hong Kang Hanruo Liu Kai Wang Huazhu Fu 63 261 0 25 Jan 2021
An Active Learning Method for Diabetic Retinopathy Classification with Uncertainty Quantification Muhammad Ahtazaz Ahsan A. Qayyum Junaid Qadir Adeel Razi BDL 107 20 0 24 Dec 2020
Adversarial Exposure Attack on Diabetic Retinopathy Imagery Yupeng Cheng Felix Juefei Xu Qing Guo Huazhu Fu Xiaofei Xie Shang-Wei Lin Weisi Lin Yang Liu AAML MedIm 88 0 0 19 Sep 2020
A Benchmark for Studying Diabetic Retinopathy: Segmentation, Grading, and Transferability Yi Zhou Boyang Wang Lei Huang Shanshan Cui Ling Shao 70 148 0 22 Aug 2020
Robust Collaborative Learning of Patch-level and Image-level Annotations for Diabetic Retinopathy Grading from Fundus Image Yehui Yang Fangxin Shang Binghong Wu Dalu Yang Lei Wang Yanwu Xu Wensheng Zhang Tianzhu Zhang MedIm 48 52 0 03 Aug 2020
Residual-CycleGAN based Camera Adaptation for Robust Diabetic Retinopathy Screening Dalu Yang Yehui Yang Tiantian Huang Binghong Wu Lei Wang Yanwu Xu MedIm 40 9 0 31 Jul 2020
Automated Diabetic Retinopathy Grading using Deep Convolutional Neural Network Saket S. Chaturvedi K. Gupta Vaishali Ninawe Prakash S. Prasad 60 25 0 14 Apr 2020
Pseudo-Labeling for Small Lesion Detection on Diabetic Retinopathy Images Qilei Chen Ping Liu Jing Ni Yu Cao Benyuan Liu Honggang Zhang MedIm 18 3 0 26 Mar 2020
Synergic Adversarial Label Learning for Grading Retinal Diseases via Knowledge Distillation and Multi-task Learning Lie Ju Xin Wang Xin Zhao Huimin Lu Dwarikanath Mahapatra Paul Bonnington Z. Ge 26 1 0 24 Mar 2020
Learn to Segment Retinal Lesions and Beyond Qijie Wei Xirong Li Weihong Yu Xiao Zhang Yongpeng Zhang ... Bin Mo Di Gong N. Chen Dayong Ding You-xin Chen MedIm 126 48 0 25 Dec 2019
DR-GAN: Conditional Generative Adversarial Network for Fine-Grained Lesion Synthesis on Diabetic Retinopathy Images Yi Zhou Boyang Wang Xiaodong He Shanshan Cui Ling Shao GAN MedIm 56 93 0 10 Dec 2019
Mini Lesions Detection on Diabetic Retinopathy Images via Large Scale CNN Features Qilei Chen Xinzi Sun Ning Zhang Yu Cao Benyuan Liu MedIm 32 19 0 19 Nov 2019
CANet: Cross-disease Attention Network for Joint Diabetic Retinopathy and Diabetic Macular Edema Grading Xuelong Li Xiaowei Hu Lequan Yu Lei Zhu Chi-Wing Fu Pheng-Ann Heng MedIm 75 301 0 04 Nov 2019
Advances in Computer-Aided Diagnosis of Diabetic Retinopathy Saket S. Chaturvedi K. Gupta Vaishali Ninawe Prakash S. Prasad 18 4 0 21 Sep 2019
Learning Mutually Local-global U-nets For High-resolution Retinal Lesion Segmentation in Fundus Images Zizheng Yan Xiaoguang Han Changmiao Wang Yuda Qiu Zixiang Xiong Shuguang Cui SSeg 52 59 0 18 Jan 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 53 75 0 27 Dec 2018
Pathological Evidence Exploration in Deep Retinal Image Diagnosis Yuhao Niu Lin Gu Feng Lu Feifan Lv Zongji Wang Imari Sato Zijian Zhang Yangyan Xiao Xunzhang Dai Tingting Cheng MedIm 72 42 0 06 Dec 2018