Identifying the key components in ResNet-50 for diabetic retinopathy
grading from fundus images: a systematic investigation

Identifying the key components in ResNet-50 for diabetic retinopathy grading from fundus images: a systematic investigation

27 October 2021

Papers citing "Identifying the key components in ResNet-50 for diabetic retinopathy grading from fundus images: a systematic investigation"

13 / 13 papers shown

Title
SegImgNet: Segmentation-Guided Dual-Branch Network for Retinal Disease Diagnoses Xinwei Luo S. Zhao Yun Zong Yong Chen Gui-shuang Ying Lifang He 29 0 0 01 Mar 2025
Fine-grained Prompt Tuning: A Parameter and Memory Efficient Transfer Learning Method for High-resolution Medical Image Classification Yijin Huang Pujin Cheng Roger Tam Xiaoying Tang VLM MedIm 26 1 0 12 Mar 2024
Deep Hypothesis Tests Detect Clinically Relevant Subgroup Shifts in Medical Images Lisa M. Koch C. M. Schurch Christian F. Baumgartner A. Gretton Philipp Berens OOD 16 1 0 08 Mar 2023
UATTA-ENS: Uncertainty Aware Test Time Augmented Ensemble for PIRC Diabetic Retinopathy Detection Pratinav Seth Adil Mehmood Khan Ananya Gupta Saurabh Mishra Akshat Bhandhari 16 0 0 06 Nov 2022
SSiT: Saliency-guided Self-supervised Image Transformer for Diabetic Retinopathy Grading Yijin Huang Junyan Lyu Pujin Cheng Roger Tam Xiaoying Tang ViT MedIm 19 19 0 20 Oct 2022
Self-Supervised Equivariant Regularization Reconciles Multiple Instance Learning: Joint Referable Diabetic Retinopathy Classification and Lesion Segmentation Wenjie Zhu Peijie Qiu Natasha Lepore Oana Dumitrascu Yalin Wang 24 13 0 12 Oct 2022
A ResNet is All You Need? Modeling A Strong Baseline for Detecting Referable Diabetic Retinopathy in Fundus Images Tomás Castilla Marcela S. Martínez Mercedes Leguía Ignacio Larrabide J. Orlando MedIm 10 2 0 06 Oct 2022
ResNet strikes back: An improved training procedure in timm Ross Wightman Hugo Touvron Hervé Jégou AI4TS 207 484 0 01 Oct 2021
Bag of Tricks for Image Classification with Convolutional Neural Networks Tong He Zhi-Li Zhang Hang Zhang Zhongyue Zhang Junyuan Xie Mu Li 216 1,398 0 04 Dec 2018
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications Andrew G. Howard Menglong Zhu Bo Chen Dmitry Kalenichenko Weijun Wang Tobias Weyand M. Andreetto Hartwig Adam 3DH 948 20,549 0 17 Apr 2017
A Survey on Deep Learning in Medical Image Analysis G. Litjens Thijs Kooi B. Bejnordi A. Setio F. Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken C. I. Sánchez OOD 278 10,608 0 19 Feb 2017
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Z. Tu Kaiming He 268 10,214 0 16 Nov 2016
Deep image mining for diabetic retinopathy screening G. Quellec K. Charrière Yassine Boudi B. Cochener M. Lamard MedIm 34 413 0 22 Oct 2016