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Meeting Abstract (8)
Journal Articles (2)

Journal

Investigative Ophthalmology & Visual Science (8)
Journal of Vision (1)
Translational Vision Science & Technology (1)

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ARVO Annual Meeting Abstract (8)
Optica Fall Vision Meeting Abstract (1)
Retina (1)

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Eye Anatomy and Disorders (2)
Genetics (1)
Imaging (1)
Retina (1)
Retinal Imaging (1)
Translational Research (1)
Visual Neuroscience (1)

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machine learning (2)
abca4 gene (1)
electroretinography (1)
ophthalmology (1)
phenotype (1)
phenotype determination (1)
retinal diseases (1)

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Optica Fall Vision Meeting Abstract April 2025

Invited Session III: Machine Learning and AI Approaches to Retinal Diagnostics: Towards more robust AI models in ophthalmology

Adam M Dubis; Mustafa Arikan; James Willoughby; Watjana Lilaonitkul
TAGS: machine learning, ophthalmology
Journal of Vision. 2025; 25(5):29. https://doi.org/10.1167/jov.25.5.29

ARVO Annual Meeting Abstract June 2023

Detection of photoreceptor layer thinning prior to the presence of an EZ break in MacTel Type 2

Ferenc B Sallo; Mustafa Arikan; Watjana Lilaonitkul; Adam M Dubis; Valérie Krivosic; Alain Gaudric; Emily Y. Chew; Alan C Bird; Daniel Pauleikhoff

Invest. Ophthalmol. Vis. Sci.. 2023; 64(8):3681.

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. https://doi.org/10.1167/tvst.11.9.34

Includes: Supplemental Content

ARVO Annual Meeting Abstract June 2022

The Impact of Specific ABCA4 Variants on Retinal Function Using Regression Analysis of Electroretinography Data in a Large Patient Cohort

Sophie Glinton; Antonio Calcagni; Nikolas Pontikos; Sandra Vermeirsch; Gavin Arno; Pearse Andrew Keane; Michel Michaelides; Andrew R Webster; Watjana Lilaonitkul; Omar Abdul Rahman Mahroo; Anthony G Robson

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):618 – A0333.

ARVO Annual Meeting Abstract June 2022

Object detection on medical images with the aid of contrastive gated attention

James Willoughby; Ferenc Sallo; Moussa Zouache; Marketa Cilkova; Adam Dubis; Watjana Lilaonitkul

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):2998 – F0268.

ARVO Annual Meeting Abstract June 2022

Structure/Function Correlations in USH2A - associated Usher Syndrome

Adam M Dubis; Ahmed M Hagag; Mustafa Arikan; Yen Ning Mau; Nawara Behzad; Watjana Lilaonitkul; Mariya Moosajee

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):2576 – F0459.

ARVO Annual Meeting Abstract June 2022

Time dependence and cumulative exposure of intravitreal anti-VEGF treatment for diabetic macular edema on subsequent development of proliferative diabetic retinopathy

Abraham Olvera-Barrios; Abdulrahman H. Alsaedi; Tjebo Heeren; Darren Thomas; Assaf Rozenberg; Roy Schwartz; Alasdair Warwick; Watjana Lilaonitkul; Alicja Rudnicka; Paul Taylor; Adnan Tufail; Catherine A Egan

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):2189 – F0252.

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.

ARVO Annual Meeting Abstract June 2021

Uncertainty-based Deep Active Learning for Retinal Layer Segmentation

Mustafa Arikan; Ferenc Sallo; Andrea Montesel; Hend M Ahmed; Ahmed M Hagag; Marius Book; Hendrik Faatz; Maria Vittoria Cicinelli; Adam Dubis; Watjana Lilaonitkul

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):2554.

ARVO Annual Meeting Abstract June 2021

Democratizing Deep Learning Research Through Large Publicly Available Datasets and Tools

Adam M Dubis; Mustafa Arikan; Ferenc Sallo; Andrea Montesel; Ahmed M Hagag; Hend M Ahmed; Marius Book; Hendrik Faatz; Maria Cicinelli; Sevim Ongun; Amani A Fawzi; Watjana Lilaonitkul

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):1809.

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