SSiT: Saliency-guided Self-supervised Image Transformer for Diabetic
Retinopathy Grading

SSiT: Saliency-guided Self-supervised Image Transformer for Diabetic Retinopathy Grading

20 October 2022

Papers citing "SSiT: Saliency-guided Self-supervised Image Transformer for Diabetic Retinopathy Grading"

12 / 12 papers shown

Title
Domain Adaptive Diabetic Retinopathy Grading with Model Absence and Flowing Data Wenxin Su Song Tang Xiaofeng Liu Xiaojing Yi Mao Ye Chunxiao Zu Jiahao Li Xiatian Zhu OOD MedIm 73 0 0 02 Dec 2024
Text-guided Foundation Model Adaptation for Long-Tailed Medical Image Classification Sirui Li Li Lin Yijin Huang Pujin Cheng Xiaoying Tang MedIm 40 1 0 27 Aug 2024
Saliency-guided and Patch-based Mixup for Long-tailed Skin Cancer Image Classification Tianyunxi Wei Yijin Huang Li Lin Pujin Cheng Sirui Li Xiaoying Tang 30 1 0 16 Jun 2024
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 21 1 0 12 Mar 2024
Explainable Image Quality Assessment for Medical Imaging Caner Ozer Arda Güler A. Cansever Ilkay Oksuz 24 2 0 25 Mar 2023
Detecting Severity of Diabetic Retinopathy from Fundus Images: A Transformer Network-based Review Tejas Karkera Chandranath Adak Soumiki Chattopadhyay Muhammad Saqib ViT MedIm 11 9 0 03 Jan 2023
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 258 7,412 0 11 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 16 31 0 27 Oct 2021
Preservational Learning Improves Self-supervised Medical Image Models by Reconstructing Diverse Contexts Hong-Yu Zhou Chi-Ken Lu Sibei Yang Xiaoguang Han Yizhou Yu SSL CLL 58 85 0 09 Sep 2021
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 298 5,761 0 29 Apr 2021
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 238 3,359 0 09 Mar 2020
Densely Connected Convolutional Networks Gao Huang Zhuang Liu L. V. D. van der Maaten Kilian Q. Weinberger PINN 3DV 247 36,237 0 25 Aug 2016