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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

The Influence of Automated Support on Optometrists' Interpretation of Retinal OCT Scans

Josie Carmichael; Enrico Costanza; Konstantinos Balaskas; Pearse Andrew Keane; Ann Blandford

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):191 – F0038. doi:

ARVO Annual Meeting Abstract June 2022

Generative Adversarial Networks for OCT Counterfactual Visual Explanations in Ophthalmic Imaging

Peter Woodward-Court; Pearse Andrew Keane; Daniel Alexander; Yukun Zhou

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):190 – F0037. doi:

ARVO Annual Meeting Abstract June 2022

Disease activity (DA) monitoring in neovascular age-related macular degeneration (nAMD) with artificial intelligence (AI): a feasibility study

Pearse Andrew Keane; Jayashree Sahni; Zufar Mulyukov; Sandra Liakopoulos; Katja Hatz; Daniel Ting Shu Wei; Roberto Gallego Pinazo; Daniel Lorand

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):2997 – F0267. 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 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

Exploring Retinal Vascular Morphology via A Deep Learning Pipeline

Yukun Zhou; Siegfried Wagner; Mark Chia; Peter Woodward-Court; Daniel Alexander; Pearse Andrew Keane

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):194 – F0041. doi:

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. 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

Incident cardiovascular events following paracentral acute middle maculopathy

Hagar Khalid; Siegfried Wagner; Laxmi Raja; Josef Huemer; Daniel Ferraz; Konstantinos Balaskas; Dawn Sim; Pearse Andrew Keane

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):1750 – F0210. 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

Risk of ischaemic stroke following diagnosis of proliferative diabetic retinopathy

William Waldock; Siegfried Wagner; Mario Cortina-Borja; NIKOLAS PONTIKOS; Axel Petzold; Jugnoo Rahi; Alastair K Denniston; Pearse Andrew Keane

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):2187 – F0250. doi:

ARVO Annual Meeting Abstract June 2022

Development and external validation of a novel automatic segmentation model for detection and quantification of geographic atrophy from optical coherence tomography imaging

Dun Jack Fu; Tiarnan D L Keenan; Sophie Glinton; Livia Faes; Siegfried Wagner; Alex McKeown; Gongyu Zhang; Bart Liefers; Praveen Patel; Pearse Andrew Keane; Konstantinos Balaskas

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):2054 – F0043. doi:

ARVO Annual Meeting Abstract June 2022

Biomarkers of macular neovascularisation activity using optical coherence tomography angiography in treated stable neovascular age related macular degeneration

Daren Hanumunthadu; Konstantinos Balaskas; Daniela Florea; Pearse Andrew Keane; Adam M Dubis; Tariq Aslam; Praveen Patel

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):2936 – F0089. doi:

ARVO Annual Meeting Abstract June 2022

ATHENA Study Protocol - Optical Coherence Tomography Angiography Analysis for the detection of Neovascular Age-related Macular Degeneration: a Comprehensive Multi-Centre, Prospective, Randomised Diagnostic Accuracy and Non-Inferiority Study

Magdalena Niestrata; Pearse Andrew Keane; Praveen Patel; Sobha Sivaprasad; Tunde Peto; Savita Madhusudhan; Alastair K Denniston; Richard P Gale; Konstantinos Balaskas

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):2902 – F0055. 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:

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

The Influence of Automated Support on Optometrists' Interpretation of Retinal OCT Scans

Generative Adversarial Networks for OCT Counterfactual Visual Explanations in Ophthalmic Imaging

Disease activity (DA) monitoring in neovascular age-related macular degeneration (nAMD) with artificial intelligence (AI): a feasibility study

Deep learning-based detection of Plus disease of Retinopathy of Prematurity

Qualitative comparison of AutoML explainability tools with bespoke saliency methods

Exploring Retinal Vascular Morphology via A Deep Learning Pipeline

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

Determinants of non-attendance in synchronous teleophthalmology clinics.

Association between retinal fractal dimension and schizophrenia

Incident cardiovascular events following paracentral acute middle maculopathy

Multiple sclerosis associates reduced retinal fractal dimension

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

Risk of ischaemic stroke following diagnosis of proliferative diabetic retinopathy

Development and external validation of a novel automatic segmentation model for detection and quantification of geographic atrophy from optical coherence tomography imaging

Biomarkers of macular neovascularisation activity using optical coherence tomography angiography in treated stable neovascular age related macular degeneration

ATHENA Study Protocol - Optical Coherence Tomography Angiography Analysis for the detection of Neovascular Age-related Macular Degeneration: a Comprehensive Multi-Centre, Prospective, Randomised Diagnostic Accuracy and Non-Inferiority Study

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

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

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

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