Detecting Severity of Diabetic Retinopathy from Fundus Images: A
Transformer Network-based Review

v1v2 (latest)

Detecting Severity of Diabetic Retinopathy from Fundus Images: A Transformer Network-based Review

3 January 2023

Chandranath Adak

Soumiki Chattopadhyay

ArXiv (abs)PDF HTML

Papers citing "Detecting Severity of Diabetic Retinopathy from Fundus Images: A Transformer Network-based Review"

15 / 15 papers shown

Title
SSiT: Saliency-guided Self-supervised Image Transformer for Diabetic Retinopathy Grading Yijin Huang Junyan Lyu Pujin Cheng Roger Tam Xiaoying Tang ViT MedIm 66 20 0 20 Oct 2022
BEiT: BERT Pre-Training of Image Transformers Hangbo Bao Li Dong Songhao Piao Furu Wei ViT 292 2,845 0 15 Jun 2021
Going deeper with Image Transformers Hugo Touvron Matthieu Cord Alexandre Sablayrolles Gabriel Synnaeve Hervé Jégou ViT 160 1,021 0 31 Mar 2021
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 420 5,000 0 24 Feb 2021
Metrics for Multi-Class Classification: an Overview Margherita Grandini Enrico Bagli Giorgio Visani VLM 46 925 0 13 Aug 2020
Deep Learning Approach to Diabetic Retinopathy Detection B. Tymchenko Philip Marchenko D. Spodarets 56 163 0 03 Mar 2020
Mish: A Self Regularized Non-Monotonic Activation Function Diganta Misra 80 680 0 23 Aug 2019
EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks Mingxing Tan Quoc V. Le 3DV MedIm 164 18,193 0 28 May 2019
Deep Learning based Computer-Aided Diagnosis Systems for Diabetic Retinopathy: A Survey Norah M. Asiri M. Hussain Fadwa Al Adel Hatim Aboalsamh 52 232 0 03 Nov 2018
MobileNetV2: Inverted Residuals and Linear Bottlenecks Mark Sandler Andrew G. Howard Menglong Zhu A. Zhmoginov Liang-Chieh Chen 207 19,335 0 13 Jan 2018
Squeeze-and-Excitation Networks Jie Hu Li Shen Samuel Albanie Gang Sun Enhua Wu 427 26,568 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 63 242 0 14 Jun 2017
Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization Ramprasaath R. Selvaraju Michael Cogswell Abhishek Das Ramakrishna Vedantam Devi Parikh Dhruv Batra FAtt 326 20,110 0 07 Oct 2016
Xception: Deep Learning with Depthwise Separable Convolutions François Chollet MDE BDL PINN 1.4K 14,618 0 07 Oct 2016
Rethinking the Inception Architecture for Computer Vision Christian Szegedy Vincent Vanhoucke Sergey Ioffe Jonathon Shlens Z. Wojna 3DV BDL 886 27,427 0 02 Dec 2015