Towards Generalizable Diabetic Retinopathy Grading in Unseen Domains

Towards Generalizable Diabetic Retinopathy Grading in Unseen Domains

10 July 2023

Papers citing "Towards Generalizable Diabetic Retinopathy Grading in Unseen Domains"

15 / 15 papers shown

Title
Reducing Annotation Burden: Exploiting Image Knowledge for Few-Shot Medical Video Object Segmentation via Spatiotemporal Consistency Relearning Zixuan Zheng Yilei Shi Chunlei Li Jingliang Hu Xiao Xiang Zhu Lichao Mou 40 0 0 19 Mar 2025
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
Divergent Domains, Convergent Grading: Enhancing Generalization in Diabetic Retinopathy Grading Sharon Chokuwa M. H. Khan 24 1 0 04 Nov 2024
Generalizing to Unseen Domains in Diabetic Retinopathy with Disentangled Representations Peng Xia Ming Hu Feilong Tang Wenxue Li Wenhao Zheng Lie Ju Peibo Duan Huaxiu Yao Zongyuan Ge OOD 45 8 0 10 Jun 2024
RetiGen: A Framework for Generalized Retinal Diagnosis Using Multi-View Fundus Images Ze Chen Gongyu Zhang Jiayu Huo Joan Nunez do Rio Charalampos Komninos Yang Liu Rachel Sparks Sebastien Ourselin Christos Bergeles Timothy Jackson 21 0 0 22 Mar 2024
OSSAR: Towards Open-Set Surgical Activity Recognition in Robot-assisted Surgery Long Bai Guan-Feng Wang Jie Wang Xiaoxiao Yang Huxin Gao Xin Liang An-Chi Wang Mobarakol Islam Hongliang Ren 23 6 0 10 Feb 2024
Unpaired Optical Coherence Tomography Angiography Image Super-Resolution via Frequency-Aware Inverse-Consistency GAN Weiwen Zhang Dawei Yang Haoxuan Che A. Ran Carol Y. Cheung Hao Chen 12 1 0 29 Sep 2023
Rethinking Exemplars for Continual Semantic Segmentation in Endoscopy Scenes: Entropy-based Mini-Batch Pseudo-Replay Guan-Feng Wang Long Bai Yanan Wu Tong Chen Hongliang Ren CLL 11 18 0 27 Aug 2023
Unsupervised Domain Adaptation for Anatomical Landmark Detection Haibo Jin Haoxuan Che Haoxing Chen OOD 17 13 0 25 Aug 2023
Few Shot Medical Image Segmentation with Cross Attention Transformer Yi-Mou Lin Yufan Chen Kwang-Ting Cheng Hao Chen ViT MedIm 29 16 0 24 Mar 2023
Dual-distribution discrepancy with self-supervised refinement for anomaly detection in medical images Yu Cai Hao Chen Xin Yang Yu Zhou Kwang-Ting Cheng 18 45 0 09 Oct 2022
Learning Robust Representation for Joint Grading of Ophthalmic Diseases via Adaptive Curriculum and Feature Disentanglement Haoxuan Che Haibo Jin Haoxing Chen OOD 40 23 0 09 Jul 2022
Nuclei Segmentation with Point Annotations from Pathology Images via Self-Supervised Learning and Co-Training Yi Lin Z. Qu Hao Chen Zhongke Gao Yuexiang Li Lili Xia Kai Ma Yefeng Zheng Kwang-Ting Cheng 16 25 0 16 Feb 2022
Unleashing the Power of Contrastive Self-Supervised Visual Models via Contrast-Regularized Fine-Tuning Yifan Zhang Bryan Hooi Dapeng Hu Jian Liang Jiashi Feng 71 64 0 12 Feb 2021
Deep Domain-Adversarial Image Generation for Domain Generalisation Kaiyang Zhou Yongxin Yang Timothy M. Hospedales Tao Xiang OOD 204 402 0 12 Mar 2020