Uni4Eye: Unified 2D and 3D Self-supervised Pre-training via Masked Image
Modeling Transformer for Ophthalmic Image Classification

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Uni4Eye: Unified 2D and 3D Self-supervised Pre-training via Masked Image Modeling Transformer for Ophthalmic Image Classification

International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022

9 March 2022

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Papers citing "Uni4Eye: Unified 2D and 3D Self-supervised Pre-training via Masked Image Modeling Transformer for Ophthalmic Image Classification"

15 / 15 papers shown

Title
A Survey of Multimodal Ophthalmic Diagnostics: From Task-Specific Approaches to Foundational Models Xiaoling Luo Ruli Zheng Qiaojian Zheng Zibo Du Shuo Yang Meidan Ding Qihao Xu Chengliang Liu LinLin Shen 100 1 0 31 Jul 2025
MedUniSeg: 2D and 3D Medical Image Segmentation via a Prompt-driven Universal Model Yiwen Ye Ziyang Chen Jianpeng Zhang Yutong Xie Yong Xia MedIm 113 8 0 08 Oct 2024
DS-ViT: Dual-Stream Vision Transformer for Cross-Task Distillation in Alzheimer's Early Diagnosis Ke Chen Yifeng Wang Yufei Zhou Haohan Wang 96 1 0 11 Sep 2024
Text-guided Foundation Model Adaptation for Long-Tailed Medical Image ClassificationIEEE International Symposium on Biomedical Imaging (ISBI), 2024 Sirui Li Li Lin Yijin Huang Pujin Cheng Xiaoying Tang MedIm 181 6 0 27 Aug 2024
From Few to More: Scribble-based Medical Image Segmentation via Masked Context Modeling and Continuous Pseudo LabelsIEEE journal of biomedical and health informatics (IEEE JBHI), 2024 Zhisong Wang Yiwen Ye Ziyang Chen Minglei Shu Yanning Zhang Yong-quan Xia 223 1 0 23 Aug 2024
Masked Image Modeling: A SurveyInternational Journal of Computer Vision (IJCV), 2024 Vlad Hondru Florinel-Alin Croitoru Shervin Minaee Radu Tudor Ionescu Andrii Zadaianchuk 393 15 0 13 Aug 2024
Confidence-aware multi-modality learning for eye disease screening K. Zou Tian Lin Zongbo Han Meng Wang Xuedong Yuan Haoyu Chen Changqing Zhang Xiaojing Shen Huazhu Fu 146 9 0 28 May 2024
PoCo: A Self-Supervised Approach via Polar Transformation Based Progressive Contrastive Learning for Ophthalmic Disease Diagnosis Jinhong Wang Tingting Chen Jintai Chen YiXuan Wu Yuyang Xu Benlin Liu Haochao Ying Jian Wu MedIm 104 1 0 28 Mar 2024
ADAPT: Alzheimer Diagnosis through Adaptive Profiling Transformers Yifeng Wang Ke Chen Haohan Wang MedIm 177 2 0 12 Jan 2024
Continual Self-supervised Learning: Towards Universal Multi-modal Medical Data Representation LearningComputer Vision and Pattern Recognition (CVPR), 2023 Yiwen Ye Yutong Xie Jianpeng Zhang Ziyang Chen Qi Wu Yong-quan Xia CLL 183 38 0 29 Nov 2023
Revisiting Computer-Aided Tuberculosis DiagnosisIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Yun-Hai Liu Yu-Huan Wu Shi-Chen Zhang Li Liu Min-Ying Wu Ming-Ming Cheng 252 22 0 06 Jul 2023
Reliable Multimodality Eye Disease Screening via Mixture of Student's t DistributionsInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023 K. Zou Tian Lin Xuedong Yuan Haoyu Chen Xiaojing Shen Meng Wang Huazhu Fu 180 3 0 17 Mar 2023
SF2Former: Amyotrophic Lateral Sclerosis Identification From Multi-center MRI Data Using Spatial and Frequency Fusion Transformer Rafsanjany Kushol Collin C. Luk Avyarthana Dey M. Benatar H. Briemberg ... R. Welsh A. Wilman L. Zinman S. Kalra Yee-Hong Yang MedIm 152 17 0 21 Feb 2023
SSiT: Saliency-guided Self-supervised Image Transformer for Diabetic Retinopathy GradingIEEE journal of biomedical and health informatics (IEEE JBHI), 2022 Yijin Huang Junyan Lyu Pujin Cheng Roger Tam Xiaoying Tang ViT MedIm 233 29 0 20 Oct 2022
Transforming medical imaging with Transformers? A comparative review of key properties, current progresses, and future perspectives Jun Li Junyu Chen Yucheng Tang Ce Wang Bennett A. Landman S. K. Zhou ViT OOD MedIm 369 127 0 02 Jun 2022