AIMC Topic: Retinal Vessels

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SCINet: A Segmentation and Classification Interaction CNN Method for Arteriosclerotic Retinopathy Grading.

Interdisciplinary sciences, computational life sciences Sep 2, 2024
As a common disease, cardiovascular and cerebrovascular diseases pose a great harm threat to human wellness. Even using advanced and comprehensive treatment methods, there is still a high mortality rate. Arteriosclerosis, as an important factor refle...
Humans Neural Networks, Computer Algorithms Arteriosclerosis Retinal Diseases Retinal Vessels Deep Learning Image Processing, Computer-Assisted Fundus Oculi
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Impact of acquisition area on deep-learning-based glaucoma detection in different plexuses in OCTA.

Scientific reports Sep 2, 2024
Glaucoma is a group of neurodegenerative diseases that can lead to irreversible blindness. Yet, the progression can be slowed down if diagnosed and treated early enough. Optical coherence tomography angiography (OCTA) can non-invasively provide valua...
Optic Disk Retinal Vessels Aged Male Middle Aged Humans Case-Control Studies Glaucoma Deep Learning Female Tomography, Optical Coherence
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Skeleton-guided multi-scale dual-coordinate attention aggregation network for retinal blood vessel segmentation.

Computers in biology and medicine Aug 22, 2024
Deep learning plays a pivotal role in retinal blood vessel segmentation for medical diagnosis. Despite their significant efficacy, these techniques face two major challenges. Firstly, they often neglect the severe class imbalance in fundus images, wh...
Image Interpretation, Computer-Assisted Retinal Vessels Deep Learning Image Processing, Computer-Assisted Humans
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Physics-informed deep generative learning for quantitative assessment of the retina.

Nature communications Aug 10, 2024
Disruption of retinal vasculature is linked to various diseases, including diabetic retinopathy and macular degeneration, leading to vision loss. We present here a novel algorithmic approach that generates highly realistic digital models of human ret...
Retinal Vessels Diabetic Retinopathy Algorithms Deep Learning Image Processing, Computer-Assisted Retina Macular Degeneration Humans
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DEAF-Net: Detail-Enhanced Attention Feature Fusion Network for Retinal Vessel Segmentation.

Journal of imaging informatics in medicine Aug 5, 2024
Retinal vessel segmentation is crucial for the diagnosis of ophthalmic and cardiovascular diseases. However, retinal vessels are densely and irregularly distributed, with many capillaries blending into the background, and exhibit low contrast. Moreov...
Neural Networks, Computer Algorithms Image Processing, Computer-Assisted Humans Image Interpretation, Computer-Assisted Retinal Vessels
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Soul: An OCTA dataset based on Human Machine Collaborative Annotation Framework.

Scientific data Aug 2, 2024
Branch retinal vein occlusion (BRVO) is the most prevalent retinal vascular disease that constitutes a threat to vision due to increased venous pressure caused by venous effluent in the space, leading to impaired visual function. Optical Coherence To...
Machine Learning Tomography, Optical Coherence Datasets as Topic Humans Retinal Vessels Retinal Vein Occlusion
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Deep Learning-Enabled Vasculometry Depicts Phased Lesion Patterns in High Myopia Progression.

Asia-Pacific journal of ophthalmology (Philadelphia, Pa.) Jul 23, 2024
PURPOSE: To investigate the potential phases in myopic retinal vascular alterations for further elucidating the mechanisms underlying the progression of high myopia (HM).
Optic Disk Retinal Vessels Adult Myopia, Degenerative Male Middle Aged Adolescent Disease Progression Female Tomography, Optical Coherence Humans Deep Learning Aged Retrospective Studies Young Adult
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ConKeD: multiview contrastive descriptor learning for keypoint-based retinal image registration.

Medical & biological engineering & computing Jul 6, 2024
Retinal image registration is of utmost importance due to its wide applications in medical practice. In this context, we propose ConKeD, a novel deep learning approach to learn descriptors for retinal image registration. In contrast to current regist...
Deep Learning Retinal Vessels Image Processing, Computer-Assisted Humans Retina Neural Networks, Computer Algorithms
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Quantitative assessment of colour fundus photography in hyperopia children based on artificial intelligence.

BMJ open ophthalmology Jul 5, 2024
OBJECTIVES: This study aimed to quantitatively evaluate optic nerve head and retinal vascular parameters in children with hyperopia in relation to age and spherical equivalent refraction (SER) using artificial intelligence (AI)-based analysis of colo...
Male Retinal Vessels Refraction, Ocular Optic Disk Artificial Intelligence Child Humans Child, Preschool Photography Visual Acuity Female Hyperopia Fundus Oculi Cross-Sectional Studies
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LMBiS-Net: A lightweight bidirectional skip connection based multipath CNN for retinal blood vessel segmentation.

Scientific reports Jul 2, 2024
Blinding eye diseases are often related to changes in retinal structure, which can be detected by analysing retinal blood vessels in fundus images. However, existing techniques struggle to accurately segment these delicate vessels. Although deep lear...
Neural Networks, Computer Image Processing, Computer-Assisted Humans Algorithms Retinal Vessels Deep Learning
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