AIMC Topic: Retinal Vein Occlusion

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Development and Application of an Intelligent Diagnosis System for Retinal Vein Occlusion Based on Deep Learning.

Disease markers Aug 24, 2022
This study is aimed at developing an intelligent algorithm based on deep learning and discussing its application for the classification and diagnosis of retinal vein occlusions (RVO) using fundus images. A total of 501 fundus images of healthy eyes a...
Humans Risk Factors Deep Learning Visual Acuity Retinal Vein Occlusion
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Force and Velocity Based Puncture Detection in Robot Assisted Retinal Vein Cannulation: In-Vivo Study.

IEEE transactions on bio-medical engineering Feb 21, 2022
OBJECTIVE: Retinal vein cannulation is a technically demanding surgical procedure and its feasibility may rely on using advanced surgical robots equipped with force-sensing microneedles. Reliable detection of the moment of venous puncture is importan...
Catheterization Retinal Vein Retinal Vein Occlusion Rabbits Retina Punctures Needles Animals Swine Robotics
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Accuracy of automated machine learning in classifying retinal pathologies from ultra-widefield pseudocolour fundus images.

The British journal of ophthalmology Aug 3, 2021
AIMS: Automated machine learning (AutoML) is a novel tool in artificial intelligence (AI). This study assessed the discriminative performance of AutoML in differentiating retinal vein occlusion (RVO), retinitis pigmentosa (RP) and retinal detachment ...
ROC Curve Fundus Oculi Retina Retinal Vein Occlusion Humans Artificial Intelligence Machine Learning
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Machine Learning Can Predict Anti-VEGF Treatment Demand in a Treat-and-Extend Regimen for Patients with Neovascular AMD, DME, and RVO Associated Macular Edema.

Ophthalmology. Retina May 8, 2021
PURPOSE: To assess the potential of machine learning to predict low and high treatment demand in real life in patients with neovascular age-related macular degeneration (nAMD), retinal vein occlusion (RVO), and diabetic macular edema (DME) treated ac...
Female Aged Aged, 80 and over Male Diabetic Retinopathy Machine Learning Prognosis Retrospective Studies Vascular Endothelial Growth Factor A Intravitreal Injections Ranibizumab Wet Macular Degeneration Middle Aged Angiogenesis Inhibitors Follow-Up Studies Macular Edema Humans Retinal Vein Occlusion
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Phase I trial on robot assisted retinal vein cannulation with ocriplasmin infusion for central retinal vein occlusion.

Acta ophthalmologica Jul 23, 2020
PURPOSE: To evaluate the safety and feasibility of robot-assisted retinal vein cannulation with Ocriplasmin infusion for central retinal vein occlusion.
Fundus Oculi Fluorescein Angiography Vitrectomy Catheterization Fibrinolysin Retinal Vein Retinal Vein Occlusion Infusions, Intravenous Robotics Tomography, Optical Coherence Peptide Fragments Middle Aged Treatment Outcome Follow-Up Studies Visual Acuity Humans Prospective Studies Female Aged Aged, 80 and over Male
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A semi-automated machine-learning based workflow for ellipsoid zone analysis in eyes with macular edema: SCORE2 pilot study.

PloS one Apr 30, 2020
BACKGROUND AND OBJECTIVE: To develop a semi-automated, machine-learning based workflow to evaluate the ellipsoid zone (EZ) assessed by spectral domain optical coherence tomography (SD-OCT) in eyes with macular edema secondary to central retinal or he...
Machine Learning Female Adult Male Middle Aged Pilot Projects Image Processing, Computer-Assisted Angiogenesis Inhibitors Humans Receptors, Vascular Endothelial Growth Factor Macular Edema Vascular Endothelial Growth Factor A Treatment Outcome Recombinant Fusion Proteins Tomography, Optical Coherence Bevacizumab Macula Lutea Drug Monitoring Retinal Vein Occlusion Workflow
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Fully Automated Detection and Quantification of Macular Fluid in OCT Using Deep Learning.

Ophthalmology Dec 8, 2017
PURPOSE: Development and validation of a fully automated method to detect and quantify macular fluid in conventional OCT images.
Humans Wet Macular Degeneration Subretinal Fluid Retinal Vein Occlusion Male ROC Curve Diabetic Retinopathy Middle Aged Visual Acuity Diagnosis, Computer-Assisted Female Tomography, Optical Coherence Deep Learning Reproducibility of Results Macular Edema Aged
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Evaluating the impact of vitreomacular adhesion on anti-VEGF therapy for retinal vein occlusion using machine learning.

Scientific reports Jun 7, 2017
Vitreomacular adhesion (VMA) represents a prognostic biomarker in the management of exudative macular disease using anti-vascular endothelial growth factor (VEGF) agents. However, manual evaluation of VMA in 3D optical coherence tomography (OCT) is l...
Vascular Endothelial Growth Factor A Humans Treatment Outcome Macula Lutea Machine Learning Retinal Vein Occlusion Visual Acuity Female Male Tomography, Optical Coherence Angiogenesis Inhibitors Tissue Adhesions
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Robot-assisted retinal vein cannulation in an in vivo porcine retinal vein occlusion model.

Acta ophthalmologica Jan 13, 2017
PURPOSE: To evaluate the feasibility of robot-assisted retinal vein cannulation for retinal vein occlusion.
Catheterization Treatment Outcome Prospective Studies Retinal Vein Disease Models, Animal Animals Retinal Vein Occlusion Robotics Swine Vitrectomy Pilot Projects
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A Meta-Learning Approach for Classifying Multimodal Retinal Images of Retinal Vein Occlusion With Limited Data.

Translational vision science & technology Sep 3, 2024
PURPOSE: To propose and validate a meta-learning approach for detecting retinal vein occlusion (RVO) from multimodal images with only a few samples.
Humans Multimodal Imaging Area Under Curve Fundus Oculi Fluorescein Angiography Retinal Vein Occlusion Algorithms Cross-Sectional Studies Deep Learning ROC Curve
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