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ARVO Annual Meeting Abstract June 2021

Making AI Transferable Across OCT Scanners from Different Vendors

Coen de Vente; Cristina González-Gonzalo; Eric F. Thee; Mark van Grinsven; Caroline C. W. Klaver; Clara I. Sánchez

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):2118. doi:

ARVO Annual Meeting Abstract June 2021

Hierarchical curriculum learning for robust automated detection of low-prevalence retinal disease features: application to reticular pseudodrusen

Cristina González-Gonzalo; Eric F. Thee; Bart Liefers; Coen de Vente; Caroline C. W. Klaver; Clara I. Sánchez

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):86. doi:

ARVO Annual Meeting Abstract June 2020

Machine learning to predict anti-VEGF treatment response in a Treat-and-Extend regimen (TER).

Mathias Gallardo; Marion Munk; Thomas Kurmann; Sandro De Zanet; Agata Mosinska; Mark van Grinsven; Clara I Sanchez; Martin Sebastian Zinkernagel; Sebastian Wolf; Raphael Sznitman

Invest. Ophthalmol. Vis. Sci.. 2020; 61(7):1629. doi:

ARVO Annual Meeting Abstract June 2020

Estimating Uncertainty of Deep Neural Networks for Age-related Macular Degeneration Grading using Optical Coherence Tomography

Coen de Vente; Mark van Grinsven; carlos ciller; Sandro De Zanet; Agata Mosinska; Raphael Sznitman; Caroline Klaver; Clara I Sanchez

Invest. Ophthalmol. Vis. Sci.. 2020; 61(7):1630. doi:

ARVO Annual Meeting Abstract July 2019

Automated grading of fundus photographs to identify referable AMD for first-line eye care

Eric Ferdinand Thee; Mark J. van Grinsven; Timo Verzijden; Daniel T. Luttikhuizen; Magda Meester; Johanna Maria Colijn; Clara I Sanchez; Caroline C W Klaver

Invest. Ophthalmol. Vis. Sci.. 2019; 60(9):1532. doi:

ARVO Annual Meeting Abstract July 2019

Automatic Segmentation of Drusen and Exudates on Color Fundus Images using Generative Adversarial Networks

Jonne Engelberts; Cristina González-Gonzalo; Clara I Sanchez; Mark J. van Grinsven

Invest. Ophthalmol. Vis. Sci.. 2019; 60(9):1493. doi:

ARVO Annual Meeting Abstract July 2019

Opening the “black box” of deep learning in automated screening of eye diseases

Cristina González-Gonzalo; Bart Liefers; Akshayaa Vaidyanathan; Harm van Zeeland; Caroline C W Klaver; Clara I Sanchez

Invest. Ophthalmol. Vis. Sci.. 2019; 60(9):1443. doi:

ARVO Annual Meeting Abstract July 2019

Prediction of areas at risk of developing geographic atrophy in color fundus images using deep learning

Bart Liefers; Johanna Maria Colijn; Cristina González-Gonzalo; Akshayaa Vaidyanathan; Harm van Zeeland; Paul Mitchell; Caroline C W Klaver; Clara I Sanchez

Invest. Ophthalmol. Vis. Sci.. 2019; 60(9):1455. doi:

ARVO Annual Meeting Abstract July 2019

EyeNED workstation: Development of a multi-modal vendor-independent application for annotation, spatial alignment and analysis of retinal images

Harm van Zeeland; James Meakin; Bart Liefers; Cristina González-Gonzalo; Akshayaa Vaidyanathan; Bram van Ginneken; Caroline C W Klaver; Clara I Sanchez

Invest. Ophthalmol. Vis. Sci.. 2019; 60(9):6118. doi:

ARVO Annual Meeting Abstract July 2019

Familial discordance in disease phenotype in siblings with Stargardt disease

Dyon Valkenburg; Esmee Runhart; Bart Liefers; stanley lambertus; Clara I Sanchez; Frans P Cremers; nathalie m bax; Carel C B Hoyng

Invest. Ophthalmol. Vis. Sci.. 2019; 60(9):5015. doi:

ARVO Annual Meeting Abstract June 2017

Automatic detection of the foveal center in optical coherence tomography

Bart Liefers; Freerk G Venhuizen; Vivian Schreur; Bram van Ginneken; Carel C B Hoyng; Thomas Theelen; Clara I Sanchez

Invest. Ophthalmol. Vis. Sci.. 2017; 58(8):670. doi:

ARVO Annual Meeting Abstract June 2017

Fully automated detection of hyperreflective foci in optical coherence tomography

Freerk G Venhuizen; Samuel Schaffhauser; Vivian Schreur; Lebriz Altay; Bart Liefers; Bram van Ginneken; Carel C B Hoyng; Thomas Theelen; Eiko de Jong; Clara I Sanchez

Invest. Ophthalmol. Vis. Sci.. 2017; 58(8):671. doi:

ARVO Annual Meeting Abstract June 2017

Automated Analysis of Retinal Images for detection of Glaucoma based on Convolutional Neural Networks.

JUAN JOSE Jose GOMEZ; Clara I Sanchez; Bart Liefers; Freerk G Venhuizen; Gianluca Fatti; Antonio Morilla-Grasa; Yasmin Cartagena; Alejandra Herranz Cabarcos; Andres Santos; María Jesús Ledesma-Carbayo; Alfonso Anton-Lopez

Invest. Ophthalmol. Vis. Sci.. 2017; 58(8):706. doi:

Retina April 2017

Automated Staging of Age-Related Macular Degeneration Using Optical Coherence Tomography

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Freerk G. Venhuizen; Bram van Ginneken; Freekje van Asten; Mark J. J. P. van Grinsven; Sascha Fauser; Carel B. Hoyng; Thomas Theelen; Clara I. Sánchez
TAGS: age-related macular degeneration, machine learning, optical coherence tomography, datasets, volume
Invest. Ophthalmol. Vis. Sci.. 2017; 58(4):2318-2328. doi: https://doi.org/10.1167/iovs.16-20541

ARVO Annual Meeting Abstract September 2016

Automatic detection of hemorrhages on color fundus images using deep learning

Mark J J P van Grinsven; Freerk Venhuizen; Bram van Ginneken; Carel C B Hoyng; Thomas Theelen; Clara I Sanchez

Invest. Ophthalmol. Vis. Sci.. 2016; 57(12):5966. doi:

ARVO Annual Meeting Abstract September 2016

Fully automated segmentation of intraretinal cysts in 3D optical coherence tomography

Freerk Venhuizen; Mark J J P van Grinsven; Bram van Ginneken; Carel C B Hoyng; Thomas Theelen; Clara I Sanchez

Invest. Ophthalmol. Vis. Sci.. 2016; 57(12):5949. doi:

Genetics April 2016

Genetic Association Analysis of Drusen Progression

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Joshua D. Hoffman; Mark J. J. P. van Grinsven; Chun Li; Milam Brantley, Jr; Josephine McGrath; Anita Agarwal; William K. Scott; Stephen G. Schwartz; Jaclyn Kovach; Margaret Pericak-Vance; Clara I. Sanchez; Jonathan L. Haines
TAGS: drusen, genome-wide association study, datasets
Invest. Ophthalmol. Vis. Sci.. 2016; 57(4):2225-2231. doi: https://doi.org/10.1167/iovs.15-18571

Includes: Supplemental Content

ARVO Annual Meeting Abstract June 2015

Automatic detection of eye diseases using automated color fundus image analysis

Mark J J P Van Grinsven; Freerk Gerhard Venhuizen; Bram van Ginneken; Carel C B Hoyng; Thomas Theelen; Clara I Sanchez

Invest. Ophthalmol. Vis. Sci.. 2015; 56(7 ):1401. doi:

ARVO Annual Meeting Abstract June 2015

The role of age-related macular degeneration associated variants in drusen progression

Joshua D Hoffman; Mark J J P Van Grinsven; Jessica Cooke Bailey; Mariusz Butkiewcz; Milam A Brantley; Chun Li; William K Scott; Margaret A Pericak-Vance; Clara I Sanchez; Jonathan L Haines

Invest. Ophthalmol. Vis. Sci.. 2015; 56(7 ):5142. doi:

ARVO Annual Meeting Abstract June 2015

Automatic quantification of geographic atrophy in autofluorescence images of Stargardt patients

Clara I Sanchez; Stanley Lambertus; Bart Bloemen; Nathalie Bax; Freerk Gerhard Venhuizen; Mark J J P Van Grinsven; Bram van Ginneken; Thomas Theelen; Carel C B Hoyng

Invest. Ophthalmol. Vis. Sci.. 2015; 56(7 ):5258. doi:

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Making AI Transferable Across OCT Scanners from Different Vendors

Hierarchical curriculum learning for robust automated detection of low-prevalence retinal disease features: application to reticular pseudodrusen

Machine learning to predict anti-VEGF treatment response in a Treat-and-Extend regimen (TER).

Estimating Uncertainty of Deep Neural Networks for Age-related Macular Degeneration Grading using Optical Coherence Tomography

Automated grading of fundus photographs to identify referable AMD for first-line eye care

Automatic Segmentation of Drusen and Exudates on Color Fundus Images using Generative Adversarial Networks

Opening the “black box” of deep learning in automated screening of eye diseases

Prediction of areas at risk of developing geographic atrophy in color fundus images using deep learning

EyeNED workstation: Development of a multi-modal vendor-independent application for annotation, spatial alignment and analysis of retinal images

Familial discordance in disease phenotype in siblings with Stargardt disease

Automatic detection of the foveal center in optical coherence tomography

Fully automated detection of hyperreflective foci in optical coherence tomography

Automated Analysis of Retinal Images for detection of Glaucoma based on Convolutional Neural Networks.

Automated Staging of Age-Related Macular Degeneration Using Optical Coherence Tomography

Automatic detection of hemorrhages on color fundus images using deep learning

Fully automated segmentation of intraretinal cysts in 3D optical coherence tomography

Genetic Association Analysis of Drusen Progression

Automatic detection of eye diseases using automated color fundus image analysis

The role of age-related macular degeneration associated variants in drusen progression

Automatic quantification of geographic atrophy in autofluorescence images of Stargardt patients

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