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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.

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 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.

ARVO Annual Meeting Abstract June 2021

Correlation of AI-quantified retinal morphology with topographic function in neovascular AMD

Sophie Riedl; Markus Schranz; Oliver Leingang; Gregor Sebastian Reiter; Christoph Grechenig; Wolf-Dieter Vogl; Mustafa Arikan; Philipp Ken Roberts; Irene Steiner; Hrvoje Bogunovic; Ursula Schmidt-Erfurth

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):105.

ARVO Annual Meeting Abstract July 2019

Imageability and Registration of Multimodal Imaging using Machine Learning

Amir Sadeghipour; Mustafa Arikan; Omar Ismail; Michael König; Burak Baltali; Bianca S Gerendas; Ursula Schmidt-Erfurth

Invest. Ophthalmol. Vis. Sci.. 2019; 60(9):2197.

ARVO Annual Meeting Abstract July 2019

Linking Function and Structure: Prediction of Retinal Sensitivity in AMD from OCT using Deep Learning

Philipp Seeböck; Wolf-Dieter Vogl; Sebastian M Waldstein; Magdalena Baratsits; José Ignacio Orlando; Thomas Alten; Hrvoje Bogunovic; Mustafa Arikan; Georgios Mylonas; Ursula Schmidt-Erfurth

Invest. Ophthalmol. Vis. Sci.. 2019; 60(9):1534.

ARVO Annual Meeting Abstract July 2019

Deep learning identifies hyperreflective foci as predictors of geographic atrophy progression

Ursula Schmidt-Erfurth; Sebastian M Waldstein; Christoph Grechenig; Gregor Sebastian Reiter; Magdalena Baratsits; Patricia Bui; Maria Fabianska; Mustafa Arikan; Amir Sadeghipour; Hrvoje Bogunovic

Invest. Ophthalmol. Vis. Sci.. 2019; 60(9):4222.

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