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Meeting Abstract (10)
Journal Articles (1)

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Investigative Ophthalmology & Visual Science (10)
Translational Vision Science & Technology (1)

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ARVO Annual Meeting Abstract (10)
Retina (1)

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Eye Anatomy and Disorders (1)
Genetics (1)
Imaging (1)
Retina (1)
Retinal Imaging (1)
Translational Research (1)
Visual Neuroscience (1)

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abca4 gene (1)
electroretinography (1)
machine learning (1)
phenotype (1)
phenotype determination (1)
retinal diseases (1)

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Retina September 2022

Phenotyping of ABCA4 Retinopathy by Machine Learning Analysis of Full-Field Electroretinography

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Sophie L. Glinton; Antonio Calcagni; Watjana Lilaonitkul; Nikolas Pontikos; Sandra Vermeirsch; Gongyu Zhang; Gavin Arno; Siegfried K. Wagner; Michel Michaelides; Pearse A. Keane; Andrew R. Webster; Omar A. Mahroo; Anthony G. Robson
TAGS: electroretinography, machine learning, retinal diseases, abca4 gene, phenotype, phenotype determination
Trans. Vis. Sci. Tech.. 2022; 11(9):34. doi: https://doi.org/10.1167/tvst.11.9.34

Includes: Supplemental Content

ARVO Annual Meeting Abstract June 2022

Deep learning-based detection of Plus disease of Retinopathy of Prematurity

Robbert R. R. Struyven; Siegfried Wagner; Bart Liefers; Gongyu Zhang; Sophie Glinton; Madeline Kelly; Meera Radia; Jonathan Than; Shafi Balal; Charles Hennings; Pakinee Pooprasert; Nikolas Pontikos; Pearse Andrew Keane; Praveen Patel; Gillian Adams; Konstantinos Balaskas

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):212 – F0059. doi:

ARVO Annual Meeting Abstract June 2022

Development and external validation of a novel automatic segmentation model for detection and quantification of geographic atrophy from optical coherence tomography imaging

Dun Jack Fu; Tiarnan D L Keenan; Sophie Glinton; Livia Faes; Siegfried Wagner; Alex McKeown; Gongyu Zhang; Bart Liefers; Praveen Patel; Pearse Andrew Keane; Konstantinos Balaskas

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):2054 – F0043. doi:

ARVO Annual Meeting Abstract June 2021

Machine Learning for Classification of Functional Phenotypes in Stargardt Disease from Full-Field Electroretinography

Sophie Lorraine Glinton; Antonio Calcagni; Gongyu Zhang; Nikolas Pontikos; Watjana Lilaonitkul; Salil Patel; Siegfried Wagner; Michel Michaelides; Pearse Keane; Andrew Webster; Anthony G Robson; Omar Abdul Rahman Mahroo

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):2123. doi:

ARVO Annual Meeting Abstract June 2020

Automated classification of Retinopathy of Prematurity RetCam images using the Apple CreateML platform: gradeable versus ungradeable image classification

Konstantinos Balaskas; Pearse Andrew Keane; Siegfried Wagner; Gongyu Zhang; Livia Faes; Meera Radia; Nikolas Pontikos; Edward Korot; Gabriella Moraes; Hagar Khalid; Gill Adams

Invest. Ophthalmol. Vis. Sci.. 2020; 61(7):2026. doi:

ARVO Annual Meeting Abstract June 2020

Automated Machine Learning Model for Fundus Photo Gradeability and Laterality: A Public ML Research Toolkit Sans-coding

Siegfried Wagner; Edward Korot; Hagar Khalid; Tjebo Heeren; Daniel Ferraz; Zeyu Guan; Gongyu Zhang; Josef Christian Huemer; Konstantinos Balaskas; Pearse Andrew Keane

Invest. Ophthalmol. Vis. Sci.. 2020; 61(7):2029. doi:

ARVO Annual Meeting Abstract June 2020

Cross Platforms Comparison between Automated Machine Learning Models for Fundus Photos and OCT Classification

daniel Araujo ferraz; Edward Korot; Zeyu Guan; Gabriella Moraes; Siegfried Wagner; Gongyu Zhang; Hagar Khalid; Josef Christian Huemer; Pearse Andrew Keane

Invest. Ophthalmol. Vis. Sci.. 2020; 61(7):2040. doi:

ARVO Annual Meeting Abstract June 2020

Code-free Mobile Automated Deep Learning Model for Ophthalmic Image Classification and Deployment as an App for Smartphones

Zeyu Guan; Gongyu Zhang; Edward Korot; daniel Araujo ferraz; Hagar Khalid; Siegfried Wagner; Pearse Andrew Keane

Invest. Ophthalmol. Vis. Sci.. 2020; 61(7):2006. doi:

ARVO Annual Meeting Abstract June 2020

AI building AI: Deep Learning Detection of Referable Diabetic Retinopathy Sans-coding

Edward Korot; Siegfried Wagner; Livia Faes; Dun Jack Fu; Xiaoxuan Liu; Daniel Ferraz; Hagar Khalid; Reena Chopra; Gabriella Moraes; Gongyu Zhang; Zeyu Guan; Konstantinos Balaskas; Pearse Andrew Keane

Invest. Ophthalmol. Vis. Sci.. 2020; 61(7):2025. doi:

ARVO Annual Meeting Abstract June 2020

Choroidal neovascularization mimics in chronic central serous chorioretinopathy; an optical coherence tomography angiography study.

Laxmi Raja; Hagar Khalid; Josef Christian Huemer; Shruti Chandra; Luke Nicholson; Siegfried Wagner; Daniel Ferraz; Ahmed M Hagag; Dawn A Sim; Konstantinos Balaskas; Sobha Sivaprasad; Gongyu Zhang; Pearse Andrew Keane

Invest. Ophthalmol. Vis. Sci.. 2020; 61(7):4811. doi:

ARVO Annual Meeting Abstract June 2020

Optimising Treatment of Neovascular Age-related Macular Degeneration using Reinforcement Learning

Gongyu Zhang; Zeyu Guan; Edward Korot; Reena Chopra; Gabriella Moraes; Siegfried Wagner; Livia Faes; Dun Jack Fu; Hagar Khalid; daniel Araujo ferraz; Konstantinos Balaskas; Daniel Alexander; Pearse Andrew Keane

Invest. Ophthalmol. Vis. Sci.. 2020; 61(7):1628. doi:

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Online ISSN: 1552-5783

Investigative Ophthalmology & Visual Science
Journal of Vision
Translational Vision Science & Technology

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Copyright © 2015 Association for Research in Vision and Ophthalmology.

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