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Meeting Abstract (14)
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Investigative Ophthalmology & Visual Science (14)
Translational Vision Science & Technology (1)

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ARVO Annual Meeting Abstract (14)
Artificial Intelligence (1)

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Eye Anatomy and Disorders (1)
Imaging (1)
Multidisciplinary Ophthalmic Imaging (1)
Retina (1)
Retinal Imaging (1)
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deep learning (1)
image quality (1)
language morphology (1)
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Artificial Intelligence July 2022

AutoMorph: Automated Retinal Vascular Morphology Quantification Via a Deep Learning Pipeline

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Yukun Zhou; Siegfried K. Wagner; Mark A. Chia; An Zhao; Peter Woodward-Court; Moucheng Xu; Robbert Struyven; Daniel C. Alexander; Pearse A. Keane
TAGS: deep learning, image quality, language morphology, morphology, datasets
Trans. Vis. Sci. Tech.. 2022; 11(7):12. doi: https://doi.org/10.1167/tvst.11.7.12

Includes: Supplemental Content

ARVO Annual Meeting Abstract June 2022

Qualitative comparison of AutoML explainability tools with bespoke saliency methods

Sara Beqiri; Eneda Rustemi; Madeline Kelly; Robbert Struyven; Edward Korot; Pearse Andrew Keane

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):200 – F0047. doi:

ARVO Annual Meeting Abstract June 2022

Determinants of non-attendance in synchronous teleophthalmology clinics.

Laxmi Raja; Siegfried Wagner; Robbert Struyven; Mario Cortina-Borja; Pearse Andrew Keane; Josef Huemer; Konstantinos Balaskas; Dawn Sim; Jugnoo Rahi; Ameenat Lola Solebo; Swan Kang

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):1412 – A0108. doi:

ARVO Annual Meeting Abstract June 2022

Association between retinal fractal dimension and schizophrenia

Timing Liu; Siegfried Wagner; Mario Cortina-Borja; Emanuele Trucco; Robbert Struyven; Muthu Rama Krishnan Mookiah; Alastair K Denniston; Jugnoo Rahi; Axel Petzold; Pearse Andrew Keane

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):1057 – F0304. doi:

ARVO Annual Meeting Abstract June 2022

Multiple sclerosis associates reduced retinal fractal dimension

Carolina Bernal-Morales; Siegfried Wagner; Mario Cortina-Borja; Alastair K Denniston; Jugnoo Rahi; Robbert Struyven; Emanuele Trucco; Muthu Rama Krishnan Mookiah; Axel Petzold; Pearse Andrew Keane

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):1579 – A0368. doi:

ARVO Annual Meeting Abstract June 2022

Automated Machine learning models applied to Optical Coherence Tomography Angiography for detection and classification of Diabetic Retinopathy in Diabetes Mellitus type 1

Maximiliano Olivera; Carolina Bernal-Morales; Anibal Alé-Chilet; Marina Barraso; Sara Marin; Silvia Feu; Josep Rosinés; Cristian Oliva; Teresa Hernandez; Irene Vila; Robbert Struyven; Mariana Batista-Gonçalves; Siegfried Wagner; Pearse Andrew Keane; Javier Zarranz-Ventura

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):2326. doi:

ARVO Annual Meeting Abstract June 2022

Determinants of Non-Attendance in Face-to-Face Ophthalmic Clinics Pre- and During the Coronavirus Pandemic

Amit Gupta; Siegfried Wagner; Laxmi Raja; Robbert Struyven; Mario Cortina-Borja; Pearse Andrew Keane; Josef Huemer; Konstantinos Balaskas; Dawn Sim; Jugnoo Rahi; Ameenat Solebo; Swan Kang

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):2813 – A0143. doi:

ARVO Annual Meeting Abstract June 2022

Association of retinal fractal dimension with incident cardiovascular events in a hospital-attending population in London, United Kingdom

Siegfried Wagner; Robbert Struyven; Mario Cortina-Borja; Alastair K Denniston; NIKOLAS PONTIKOS; Emanuele Trucco; Muthu Rama Krishnan Mookiah; Konstantinos Balaskas; Axel Petzold; Jugnoo Rahi; Pearse Andrew Keane

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):2664. doi:

ARVO Annual Meeting Abstract June 2022

Longitudinal analysis of retinal tissue changes in non-converting fellow eyes in neovascular age-related macular degeneration using artificial intelligence

Abdallah Abbas; Gabriella Moraes; Robbert Struyven; Reena Chopra; Siegfried Wagner; Konstantinos Balaskas; Praveen Patel; Tiarnan D L Keenan; Pearse Andrew Keane

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):3023 – F0293. doi:

ARVO Annual Meeting Abstract June 2022

Determinants of non-attendance in asynchronous telemedicine ophthalmology clinics

Ciara O'Byrne; Siegfried Wagner; Laxmi Raja; Robbert Struyven; Mario Cortina-Borja; Pearse Andrew Keane; Josef Huemer; Konstantinos Balaskas; Dawn Sim; Jugnoo Rahi; Ameenat Lola Solebo; Swan Kang

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):3825. doi:

ARVO Annual Meeting Abstract June 2022

Retinal fractal dimension in prevalent dementia: The AlzEye Study

Robert Luben; Siegfried Wagner; Robbert Struyven; Mario Cortina-Borja; Axel Petzold; Emanuele Trucco; Muthu Rama Krishnan Mookiah; Jugnoo Rahi; Alastair K Denniston; Pearse Andrew Keane

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):4440 – F0119. doi:

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 2021

Exploring the What-If-Tool as a solution for machine learning explainability in clinical practice

Ritvij Singh; Abdallah Abbas; Sara Beqiri; Edward Korot; Robbert Struyven; Peter Woodward-Court; Pearse Keane

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):79. doi:

ARVO Annual Meeting Abstract June 2021

Using the What-if Tool to perform nearest counterfactual analysis on an AutoML model that predicts visual acuity outcomes in patients receiving treatment for wet age-related macular degeneration

Abdallah Abbas; Sara Beqiri; Siegfried Wagner; Edward Korot; Ritvij Singh; Robbert Struyven; Pearse Keane

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):291. doi:

ARVO Annual Meeting Abstract June 2021

Investigating the impact of saliency maps on clinician’s confidence in model predictions

Sara Beqiri; Abdallah Abbas; Edward Korot; Siegfried Wagner; Robbert Struyven; Madeline Kelly; Ritvij Singh; Daniel Ferraz; Mariana Batista Goncalves; Josef Christian Huemer; Hagar Khalid; Laxmi Raja; Pearse A Keane

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):2297. doi:

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Online ISSN: 2164-2591

Investigative Ophthalmology & Visual Science
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