AIMC Topic: Retinal Artery

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RAVIR: A Dataset and Methodology for the Semantic Segmentation and Quantitative Analysis of Retinal Arteries and Veins in Infrared Reflectance Imaging.

IEEE journal of biomedical and health informatics Jul 1, 2022
The retinal vasculature provides important clues in the diagnosis and monitoring of systemic diseases including hypertension and diabetes. The microvascular system is of primary involvement in such conditions, and the retina is the only anatomical si...
Retinal Vessels Retinal Artery Semantics Neural Networks, Computer Humans Image Processing, Computer-Assisted Algorithms
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Artery-vein segmentation in fundus images using a fully convolutional network.

Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society Jun 15, 2019
Epidemiological studies demonstrate that dimensions of retinal vessels change with ocular diseases, coronary heart disease and stroke. Different metrics have been described to quantify these changes in fundus images, with arteriolar and venular calib...
Fundus Oculi Benchmarking Photography Datasets as Topic Humans Deep Learning Retinal Vessels Retinal Vein Retinal Artery
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A Discriminatively Trained Fully Connected Conditional Random Field Model for Blood Vessel Segmentation in Fundus Images.

IEEE transactions on bio-medical engineering Feb 26, 2016
GOAL: In this work, we present an extensive description and evaluation of our method for blood vessel segmentation in fundus images based on a discriminatively trained fully connected conditional random field model.
Retinal Artery Pattern Recognition, Automated Photography Retinal Diseases Reproducibility of Results Ophthalmoscopy Models, Cardiovascular Image Interpretation, Computer-Assisted Models, Statistical Machine Learning Fluorescein Angiography Humans Computer Simulation Sensitivity and Specificity
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Retinal Arteriovenous Information Improves the Prediction Accuracy of Deep Learning-Based baPWV Index From Color Fundus Photographs.

Investigative ophthalmology & visual science Feb 3, 2025
PURPOSE: To compare the prediction accuracy of brachial-ankle pulse wave velocity (baPWV) from color fundus photographs (CFPs) using different deep learning models.
Retrospective Studies Female Humans Deep Learning Fundus Oculi Middle Aged Ankle Brachial Index Blood Pressure Retinal Artery Pulse Wave Analysis Predictive Value of Tests Retinal Vessels Aged Male Adult Retinal Vein Photography
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Generative Neural Framework for Micro-Vessels Classification.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2024
The morphological abnormalities in the retinal blood vessel have a close association with cerebrovascular, cardio-vascular, and systemic diseases. It makes the retinal artery/vein (A/V) classification salient for clinical decision-making. The existin...
Retinal Vessels Retinal Artery Image Processing, Computer-Assisted Retinal Vein Humans Algorithms Neural Networks, Computer
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