AIMC Topic: Intravitreal Injections
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Subfoveal choroidal thickness changes after intravitreal ranibizumab injections in different patterns of diabetic macular edema using a deep learning-based auto-segmentation.
International ophthalmology
Mar 30, 2021
PURPOSE: To evaluate the effect of intravitreal injection of ranibizumab (IVR) on subfoveal choroidal thickness (SFCT) and its relationship with central macular thickness (CMT) and best-corrected visual acuity (BCVA) changes in eyes with center-invol...
Predicting Incremental and Future Visual Change in Neovascular Age-Related Macular Degeneration Using Deep Learning.
Ophthalmology. Retina
Jan 28, 2021
PURPOSE: To evaluate the predictive usefulness of quantitative imaging biomarkers, acquired automatically from OCT scans, of cross-sectional and future visual outcomes of patients with neovascular age-related macular degeneration (AMD) starting anti-...
Intravitreal Injections
Ranibizumab
Wet Macular Degeneration
Follow-Up Studies
Visual Acuity
Tomography, Optical Coherence
Vascular Endothelial Growth Factor A
Retrospective Studies
Female
Aged
Aged, 80 and over
Cross-Sectional Studies
Male
Middle Aged
Deep Learning
Angiogenesis Inhibitors
Humans
Prognosis
Quantification of Key Retinal Features in Early and Late Age-Related Macular Degeneration Using Deep Learning.
American journal of ophthalmology
Jan 8, 2021
PURPOSE: We sought to develop and validate a deep learning model for segmentation of 13 features associated with neovascular and atrophic age-related macular degeneration (AMD).
Humans
Neural Networks, Computer
Male
Middle Aged
Deep Learning
ROC Curve
Angiogenesis Inhibitors
Female
Aged
Aged, 80 and over
Sensitivity and Specificity
Retinal Drusen
Choroidal Neovascularization
Geographic Atrophy
Intravitreal Injections
Recombinant Fusion Proteins
Ranibizumab
Wet Macular Degeneration
Receptors, Vascular Endothelial Growth Factor
Models, Statistical
Visual Acuity
Tomography, Optical Coherence
Vascular Endothelial Growth Factor A
Impact of macular fluid volume fluctuations on visual acuity during anti-VEGF therapy in eyes with nAMD.
Eye (London, England)
Jan 7, 2021
OBJECTIVES: To study the effect of repeated retinal thickness fluctuations during the anti-VEGF therapy maintenance phase in neovascular age-related macular degeneration (nAMD).
Deep phenotype unsupervised machine learning revealed the significance of pachychoroid features in etiology and visual prognosis of age-related macular degeneration.
Scientific reports
Oct 28, 2020
Unsupervised machine learning has received increased attention in clinical research because it allows researchers to identify novel and objective viewpoints for diseases with complex clinical characteristics. In this study, we applied a deep phenotyp...
Development of Deep Learning Models to Predict Best-Corrected Visual Acuity from Optical Coherence Tomography.
Translational vision science & technology
Sep 9, 2020
PURPOSE: To develop deep learning (DL) models to predict best-corrected visual acuity (BCVA) from optical coherence tomography (OCT) images from patients with neovascular age-related macular degeneration (nAMD).
Prediction of response to anti-vascular endothelial growth factor treatment in diabetic macular oedema using an optical coherence tomography-based machine learning method.
Acta ophthalmologica
Jun 22, 2020
PURPOSE: To predict the anti-vascular endothelial growth factor (VEGF) therapeutic response of diabetic macular oedema (DME) patients from optical coherence tomography (OCT) at the initiation stage of treatment using a machine learning-based self-exp...
Prediction of visual outcomes by an artificial neural network following intravitreal injection and laser therapy for retinopathy of prematurity.
The British journal of ophthalmology
Nov 19, 2019
AIMS: To construct a program to predict the visual acuity (VA), best corrected VA (BCVA) and spherical equivalent (SE) of patients with retinopathy of prematurity (ROP) from 3 to 12 years old after intravitreal injection (IVI) of anti-vascular endoth...
Humans
Neural Networks, Computer
Retrospective Studies
Female
Angiogenesis Inhibitors
Visual Acuity
Male
Predictive Value of Tests
Refraction, Ocular
Vascular Endothelial Growth Factor A
Ranibizumab
Child, Preschool
Intravitreal Injections
Retinopathy of Prematurity
Child
Bevacizumab
Laser Coagulation
[Chances of Artificial Intelligence and Big Data for the Diagnosis and Treatment of Age-related Macular Degeneration].
Klinische Monatsblatter fur Augenheilkunde
Oct 31, 2019
Age-related macular degeneration (AMD) is the leading cause of blindness in the western world. Intravitreal injection of anti-vascular endothelial growth factor (anti-VEGF) is an effective therapy of the neovascular form of this condition. Multimodal...
Automated diagnosis and quantitative analysis of plus disease in retinopathy of prematurity based on deep convolutional neural networks.
Acta ophthalmologica
Sep 27, 2019
BACKGROUND: The purpose of this study was to develop an automated diagnosis and quantitative analysis system for plus disease. The system provides a diagnostic decision but also performs quantitative analysis of the typical pathological features of t...
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