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05/19/2023
JOINEDTrans: Prior Guided Multi-task Transformer for Joint Optic Disc/Cup Segmentation and Fovea Detection
Deep learning-based image segmentation and detection models have largely...
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03/08/2023
Learning Enhancement From Degradation: A Diffusion Model For Fundus Image Enhancement
The quality of a fundus image can be compromised by numerous factors, ma...
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12/11/2022
YoloCurvSeg: You Only Label One Noisy Skeleton for Vessel-style Curvilinear Structure Segmentation
Weakly-supervised learning (WSL) has been proposed to alleviate the conf...
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03/09/2022
Uni4Eye: Unified 2D and 3D Self-supervised Pre-training via Masked Image Modeling Transformer for Ophthalmic Image Classification
A large-scale labeled dataset is a key factor for the success of supervi...
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03/07/2022
Student Become Decathlon Master in Retinal Vessel Segmentation via Dual-teacher Multi-target Domain Adaptation
Unsupervised domain adaptation has been proposed recently to tackle the ...
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03/01/2022
JOINED : Prior Guided Multi-task Learning for Joint Optic Disc/Cup Segmentation and Fovea Detection
Fundus photography has been routinely used to document the presence and ...
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01/11/2022