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Computer-aided diagnostic system for hypertensive retinopathy: A review
Hypertensive Retinopathy (HR) is a retinal disease caused by elevated blood pressure for a
prolonged period. There are no obvious signs in the early stages of high blood pressure, but …
prolonged period. There are no obvious signs in the early stages of high blood pressure, but …
Rformer: Transformer-based generative adversarial network for real fundus image restoration on a new clinical benchmark
Ophthalmologists have used fundus images to screen and diagnose eye diseases.
However, different equipments and ophthalmologists pose large variations to the quality of …
However, different equipments and ophthalmologists pose large variations to the quality of …
Automated detection of Hypertensive Retinopathy using few-shot learning
Hypertensive Retinopathy (HR) is a retinal manifestation caused due to persistently raised
blood pressure. Computer-aided diagnosis (CAD) plays an important role in the early …
blood pressure. Computer-aided diagnosis (CAD) plays an important role in the early …
A Reference-Free Quality Enhancement Framework for Low-quality Fundus Images
The progression of medical image analysis methodologies has significantly assisted fundus
clinical decision-making, such as disease diagnosis and lesion segmentation. However, low …
clinical decision-making, such as disease diagnosis and lesion segmentation. However, low …
TSSFN: Transformer-based self-supervised fusion network for low-quality fundus image enhancement
Y Gao, W Zhang, H He, L Cao, Y Zhang… - … Signal Processing and …, 2024 - Elsevier
Fundus images are used to assist the diagnoses of ocular diseases, and a high-quality
fundus image with more details makes clinical diagnostic results more reliable. However, the …
fundus image with more details makes clinical diagnostic results more reliable. However, the …
Fundus Image Enhancement via Semi-Supervised GAN and Anatomical Structure Preservation
HT Wu, X Cao, Y Gao, K Zheng… - … on Emerging Topics …, 2023 - ieeexplore.ieee.org
The fundus image is often used in clinical diagnosis due to ease and safety of acquisition,
but the quality may be affected by environment and onsite operations. As low-quality …
but the quality may be affected by environment and onsite operations. As low-quality …
A fundus image enhancer based on illumination-guided attention and optic disc perception GAN
W Zhang, Y Gao, L Cao, Y Zhang, Z Huang, B Wang - Optik, 2023 - Elsevier
High-quality fundus images are essential for ophthalmologists in clinical diagnosis of eye
diseases. For reasons such as the acquisition process and the retinal disease, most fundus …
diseases. For reasons such as the acquisition process and the retinal disease, most fundus …
Fundus image enhancement using visual transformation and maximum a posterior estimation
Fundus imaging is used to diagnose many common diseases in human vision. Because of
uneven brightness, blur effect, and low contrast, fundus images are not helpful for diagnosis …
uneven brightness, blur effect, and low contrast, fundus images are not helpful for diagnosis …
A degradation-aware enhancement network with fused features for fundus images
T Hu, B Yang, W Zhang, Y Zhang, H Li - Expert Systems with Applications, 2025 - Elsevier
Lots of fundus images are not gradable for clinical diagnosis and computer-aided diagnosis
of ocular diseases due to poor quality. In order to restore fundus images from different kinds …
of ocular diseases due to poor quality. In order to restore fundus images from different kinds …
Enhancement method with naturalness preservation and artifact suppression based on an improved Retinex variational model for color retinal images
R Han, C Tang, M Xu, B Liang, T Wu… - Journal of the Optical …, 2022 - opg.optica.org
Retinal images are widely used for the diagnosis of various diseases. However, low-quality
retinal images with uneven illumination, low contrast, or blurring may seriously interfere with …
retinal images with uneven illumination, low contrast, or blurring may seriously interfere with …