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Artificial Intelligence December 2024

CNN-Based Device-Agnostic Feature Extraction From ONH OCT Scans

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Sjoerd J. Driessen; Karin A. van Garderen; Danilo Andrade De Jesus; Luisa Sanchez Brea; João Barbosa-Breda; Bart Liefers; Hans G. Lemij; Doreen Nelson-Ayifah; Angelina Ampong; Pieter W. M. Bonnemaijer; Alberta A. H. J. Thiadens; Caroline C. W. Klaver
TAGS: optic disk, biological markers, eye, retinal nerve fiber layer
Trans. Vis. Sci. Tech.. 2024; 13(12):5. https://doi.org/10.1167/tvst.13.12.5

Includes: Supplemental Content

ARVO Annual Meeting Abstract June 2024

Device-agnostic glaucoma OCT measurements using a custom trained convolutional neural network

Karin Alida van Garderen; Sjoerd Jan Driessen; Danilo Andrade de Jesus; Luisa Sanchez Brea; João Barbosa-Breda; Hans G Lemij; Pieter W.M. Bonnemaijer; Alberta Thiadens; Caroline C W Klaver

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):1630.

ARVO Annual Meeting Abstract June 2024

Monitoring glaucoma progression from fundus photos using a novel deep learning-based trend analysis

Ruben Hemelings; Damon Wong; João Barbosa-Breda; Jan Van Eijgen; Andrew Jr White; Hannele Uusitalo-Järvinen; Paul Mitchell; Anja Tuulonen; Ingeborg Stalmans; Leopold Schmetterer

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):1633.

ARVO Annual Meeting Abstract June 2024

Vascular and non-vascular predictors of long-term visual field progression in the Leuven Eye Study.

Jan Van Eijgen; João Barbosa-Breda; Margaux Delporte; Dries De Witte; Amandio A Rocha-Sousa; Evelien Vandewalle; Luis Abegão-Pinto; Geert Molenberghs; Ingeborg Stalmans

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):4803.

ARVO Annual Meeting Abstract June 2023

Predicting glaucomatous visual field progression from baseline fundus photos using deep learning

Ruben Hemelings; Damon W. K. Wong; Jan Van Eijgen; Jacqueline Chua; João Barbosa Breda; Ingeborg Stalmans; Leopold Schmetterer

Invest. Ophthalmol. Vis. Sci.. 2023; 64(8):380.

Artificial Intelligence August 2022

Pointwise Visual Field Estimation From Optical Coherence Tomography in Glaucoma Using Deep Learning

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Ruben Hemelings; Bart Elen; João Barbosa-Breda; Erwin Bellon; Matthew B. Blaschko; Patrick De Boever; Ingeborg Stalmans
TAGS: deep learning, glaucoma, optical coherence tomography, visual fields, scanning laser ophthalmoscopy
Trans. Vis. Sci. Tech.. 2022; 11(8):22. https://doi.org/10.1167/tvst.11.8.22

ARVO Annual Meeting Abstract June 2022

EFFECT OF REPEATED INTRAVITREAL INJECTIONS IN GLAUCOMA SPECTRUM DISEASES

Rodrigo Vilares-Morgado; Vera Correia; Ana Filipa Moleiro; Flávio Alves; António Melo; Sérgio Estrela-Silva; Joana Araújo; João Tavares-Ferreira; Marta Silva; Amandio Rocha-Sousa; Ângela Carneiro; João Barbosa-Breda

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):147 – A0340.

ARVO Annual Meeting Abstract June 2022

Optical Coherence Tomography Angiography Assessment of Retinal Microvasculature Before and After Carotid Endarterectomy

Amandio Rocha-Sousa; Ana Filipa Moleiro; João Rocha-Neves; Rodrigo Vilares-Morgado; Vania Sousa; Ana Isabel Silva; José Paulo Andrade; João Barbosa-Breda

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):2908 – F0061.

ARVO Annual Meeting Abstract June 2021

Convolutional neural network predicts visual field threshold values from optical coherence tomography scans

Ruben Hemelings; Bart Elen; João Barbosa Breda; Matthew B. Blaschko; Patrick De Boever; Ingeborg Stalmans

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):1022.

Special Issue November 2020

OCTA Multilayer and Multisector Peripapillary Microvascular Modeling for Diagnosing and Staging of Glaucoma

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Danilo Andrade De Jesus; Luisa Sánchez Brea; João Barbosa Breda; Ella Fokkinga; Vera Ederveen; Noor Borren; Amerens Bekkers; Michael Pircher; Ingeborg Stalmans; Stefan Klein; Theo van Walsum

Trans. Vis. Sci. Tech.. 2020; 9(2):58. https://doi.org/10.1167/tvst.9.2.58

ARVO Annual Meeting Abstract June 2020

OCT-A is better than RNFL at discriminating advanced glaucoma severity levels.

Jan Van Eijgen; Joao Barbosa-Breda; Danilo Andrade De Jesus; Luisa Sanchez Brea; Theo van Walsum; Stefan Klein; Ingeborg Stalmans

Invest. Ophthalmol. Vis. Sci.. 2020; 61(7):3916.

ARVO Imaging in the Eye Conference Abstract August 2019

The superficial peripapillary vascular layer is the most informative for glaucoma diagnosis – A multi-layer study based on OCT Angiography.

Danilo Andrade De Jesus; Luisa Sanchez Brea; João Barbosa Breda; Luis Abegão Pinto; Ingeborg Stalmans; Stefan Klein; Theo van Walsum

Invest. Ophthalmol. Vis. Sci.. 2019; 60(11):PB052.

ARVO Annual Meeting Abstract July 2019

Fractal dimension of the retinal vasculature: age-related evolution in the general population and effect of cardiovascular health status

Sophie Lemmens; Charlien Landtmeeters; Reinout Peeters; Anne-Sophie Simons; Julie Vercauteren; Joao Barbosa-Breda; Karel Van Keer; Patrick De Boever; Ingeborg Stalmans

Invest. Ophthalmol. Vis. Sci.. 2019; 60(9):6385.

ARVO Annual Meeting Abstract July 2018

AngioOCT peripapillary microvascular density outperforms standard OCT parameters as a discriminant between different glaucoma severity levels – The Leuven Eye Study

Joao Barbosa-Breda; Danilo Andrade de Jesus; Karel Van Keer; Vahid Nassiri; Geert Molenberghs; Luís Abegão Pinto; Amandio A Rocha-Sousa; Evelien Vandewalle; Ingeborg Stalmans

Invest. Ophthalmol. Vis. Sci.. 2018; 59(9):4478.

ARVO Annual Meeting Abstract July 2018

The eye at high altitude.

Karel Van Keer; Joao Barbosa-Breda; Raf De Jongh; Ivo Nijs; Mieke Wirix; Luís Abegão Pinto; Ingeborg Stalmans; Evelien Vandewalle

Invest. Ophthalmol. Vis. Sci.. 2018; 59(9):3951.

ARVO Annual Meeting Abstract July 2018

Circumpapillary microvascular density as a new feature for the everyday glaucoma practice

Danilo Andrade de Jesus; Joao Barbosa-Breda; Karel Van Keer; Sophie Lemmens; Ingeborg Stalmans

Invest. Ophthalmol. Vis. Sci.. 2018; 59(9):5074.

ARVO Annual Meeting Abstract June 2017

Unexpected visual loss after intraocular silicone oil removal: a retrospective study

Amandio Rocha-Sousa; Ana Roca; Joao Barbosa-Breda; Marta Ines Silva; Pedro Alves-Faria; Manuel Alberto Falcão; Fernando Falcao-Reis

Invest. Ophthalmol. Vis. Sci.. 2017; 58(8):2806.

ARVO Annual Meeting Abstract September 2016

Systemic anti-inflammatory drugs and choroidal neovascularization: a secondary analysis of CATT study

Joao Barbosa-Breda; Jennifer Mancio; Inês Pires Silva; Fernando Falcao-Reis; Amandio A Rocha-Sousa

Invest. Ophthalmol. Vis. Sci.. 2016; 57(12):4970.

Letters to the Editor April 2016

Estimating Mean Ocular Perfusion Pressure Using Mean Arterial Pressure and Intraocular Pressure

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Karel Van Keer; João Barbosa Breda; Luís Abegão Pinto; Ingeborg Stalmans; Evelien Vandewalle
TAGS: intraocular pressure, mean arterial pressure, perfusion
Invest. Ophthalmol. Vis. Sci.. 2016; 57(4):2260. https://doi.org/10.1167/iovs.16-19375

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CNN-Based Device-Agnostic Feature Extraction From ONH OCT Scans

Device-agnostic glaucoma OCT measurements using a custom trained convolutional neural network

Monitoring glaucoma progression from fundus photos using a novel deep learning-based trend analysis

Vascular and non-vascular predictors of long-term visual field progression in the Leuven Eye Study.

Predicting glaucomatous visual field progression from baseline fundus photos using deep learning

Pointwise Visual Field Estimation From Optical Coherence Tomography in Glaucoma Using Deep Learning

EFFECT OF REPEATED INTRAVITREAL INJECTIONS IN GLAUCOMA SPECTRUM DISEASES

Optical Coherence Tomography Angiography Assessment of Retinal Microvasculature Before and After Carotid Endarterectomy

Convolutional neural network predicts visual field threshold values from optical coherence tomography scans

OCTA Multilayer and Multisector Peripapillary Microvascular Modeling for Diagnosing and Staging of Glaucoma

OCT-A is better than RNFL at discriminating advanced glaucoma severity levels.

The superficial peripapillary vascular layer is the most informative for glaucoma diagnosis – A multi-layer study based on OCT Angiography.

Fractal dimension of the retinal vasculature: age-related evolution in the general population and effect of cardiovascular health status

AngioOCT peripapillary microvascular density outperforms standard OCT parameters as a discriminant between different glaucoma severity levels – The Leuven Eye Study

The eye at high altitude.

Circumpapillary microvascular density as a new feature for the everyday glaucoma practice

Unexpected visual loss after intraocular silicone oil removal: a retrospective study

Systemic anti-inflammatory drugs and choroidal neovascularization: a secondary analysis of CATT study

Estimating Mean Ocular Perfusion Pressure Using Mean Arterial Pressure and Intraocular Pressure

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