Zobrazeno 1 - 10
of 24
pro vyhledávání: '"He, Huaqing"'
Deep learning-based image segmentation and detection models have largely improved the efficiency of analyzing retinal landmarks such as optic disc (OD), optic cup (OC), and fovea. However, factors including ophthalmic disease-related lesions and low
Externí odkaz:
http://arxiv.org/abs/2305.11504
The quality of a fundus image can be compromised by numerous factors, many of which are challenging to be appropriately and mathematically modeled. In this paper, we introduce a novel diffusion model based framework, named Learning Enhancement from D
Externí odkaz:
http://arxiv.org/abs/2303.04603
Autor:
Lin, Li, Peng, Linkai, He, Huaqing, Cheng, Pujin, Wu, Jiewei, Wong, Kenneth K. Y., Tang, Xiaoying
Weakly-supervised learning (WSL) has been proposed to alleviate the conflict between data annotation cost and model performance through employing sparsely-grained (i.e., point-, box-, scribble-wise) supervision and has shown promising performance, pa
Externí odkaz:
http://arxiv.org/abs/2212.05566
A large-scale labeled dataset is a key factor for the success of supervised deep learning in computer vision. However, a limited number of annotated data is very common, especially in ophthalmic image analysis, since manual annotation is time-consumi
Externí odkaz:
http://arxiv.org/abs/2203.04614
Unsupervised domain adaptation has been proposed recently to tackle the so-called domain shift between training data and test data with different distributions. However, most of them only focus on single-target domain adaptation and cannot be applied
Externí odkaz:
http://arxiv.org/abs/2203.03631
Fundus photography has been routinely used to document the presence and severity of various retinal degenerative diseases such as age-related macula degeneration, glaucoma, and diabetic retinopathy, for which the fovea, optic disc (OD), and optic cup
Externí odkaz:
http://arxiv.org/abs/2203.00461
Glaucoma is one of the ophthalmic diseases that may cause blindness, for which early detection and treatment are very important. Fundus images and optical coherence tomography (OCT) images are both widely-used modalities in diagnosing glaucoma. Howev
Externí odkaz:
http://arxiv.org/abs/2201.03795
Publikováno v:
In Computers in Biology and Medicine July 2024 177
Autor:
Lin, Li, Peng, Linkai, He, Huaqing, Cheng, Pujin, Wu, Jiewei, Wong, Kenneth K.Y., Tang, Xiaoying
Publikováno v:
In Medical Image Analysis December 2023 90
Akademický článek
Tento výsledek nelze pro nepřihlášené uživatele zobrazit.
K zobrazení výsledku je třeba se přihlásit.
K zobrazení výsledku je třeba se přihlásit.