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Artificial Intelligence September 2024

Generalizable Deep Learning for the Detection of Incomplete and Complete Retinal Pigment Epithelium and Outer Retinal Atrophy: A MACUSTAR Report

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Coen de Vente; Philippe Valmaggia; Carel B. Hoyng; Frank G. Holz; Mohammad M. Islam; Caroline C. W. Klaver; Camiel J. F. Boon; Steffen Schmitz-Valckenberg; Adnan Tufail; Marlene Saßmannshausen; Clara I. Sánchez; on behalf of the MACUSTAR Consortium
TAGS: datasets, deep learning, eye, retinal atrophy, retinal pigment epithelium, biological markers, cohort studies, training
Trans. Vis. Sci. Tech.. 2024; 13(9):11. https://doi.org/10.1167/tvst.13.9.11

Includes: Supplemental Content

ARVO Imaging in the Eye Conference Abstract July 2024

Retinal vessel volume reference database derived from 3D volume-rendered optical coherence tomography angiography (3D-OCTA)

Javier Zarranz-Ventura; Silvia Feu-Basilio; Pascal Hasler; Hendrik Scholl; Sara Marin-Martinez; Josep Rosines-Fonoll; Xavier Suarez-Valero; Michael Reich; Clemens Lange; Catherine Egan; Sandrine Zweifel; Adnan Tufail; Richard Spaide; Peter Maloca

Invest. Ophthalmol. Vis. Sci.. 2024; 65(9):PB0045.

ARVO Annual Meeting Abstract June 2024

Multi-omic spatial effects on high-resolution AI-derived retinal thickness

Roberto Bonelli; Victoria E Jackson; Yue Wu; Julia Owen; Samaneh Farashi; Yuka Kihara; Marin Gantner; Catherine A Egan; Katie Williams; Brendan Robert E Ansell; Adnan Tufail; Aaron Y Lee; Melanie Bahlo

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):655.

ARVO Annual Meeting Abstract June 2024

Retinal Melanin Measured From Routine Fundus Photos is Associated With Age-Related Macular Degeneration Risk

Anand E Rajesh; Abraham Olvera-Barrios; Yue Wu; Adnan Tufail; Cecilia S Lee; Catherine A Egan; Aaron Y Lee

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):3747.

ARVO Annual Meeting Abstract June 2024

EyeTests.org: online functional visual tests

Yue Wu; Abraham Olvera-Barrios; Cecilia S Lee; Adnan Tufail; Catherine A Egan; Aaron Y Lee

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):1830.

ARVO Annual Meeting Abstract June 2024

Retinomics.org: Visualizing multi-omic spatial effects on high-resolution AI-derived retinal thickness

Julia Owen; Victoria E Jackson; Roberto Bonelli; Samaneh Farashi; Yuka Kihara; Marin Gantner; Catherine A Egan; Katie Williams; Brendan Robert E Ansell; Adnan Tufail; Melanie Bahlo; Aaron Y. Lee; Yue Wu

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):660.

ARVO Annual Meeting Abstract June 2024

Improving the detection of progression in longitudinal microperimetry data in age-related macular degeneration by using pointwise analysis of data - a MACUSTAR study report

Jeremy TAN; Giovanni Montesano; Charlotte Behning; Hannah M P Dunbar; Robert Finger; Jan Henrik Terheyden; Stephen H Poor; Sergio Leal; Adnan Tufail; Frank G Holz; Ulrich F O Luhmann; David P. Crabb

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):5686.

ARVO Annual Meeting Abstract June 2024

Ethnicity is not biology: retinal pigment score (RPS) to evaluate biological variability from ophthalmic imaging using machine learning

Catherine A Egan; Abraham Olvera-Barrios; Anand E Rajesh; Alasdair N Warwick; Yue Wu; Adnan Tufail; Pearse Andrew Keane; Alastair Denniston; Cecilia S Lee; Kelsey V Stuart; Anthony Khawaja; Paul J Foster; Robert Luben; Aaron Y. Lee

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):5651.

ARVO Annual Meeting Abstract June 2024

What are the perceptions and concerns of people living with diabetes and NHS staff about potential implementation of AI-assisted screening for Diabetic Eye Disease?

Christopher G Owen; Kathryn Willis; Royce Shakespeare; Charlotte Wahlich; Lakshmi Chandrasekaran; Umar Chaudhry; Abraham Olvera-Barrios; Ryan Chambers; Louis Bolter; John Anderson; Sarah Barman; Jiri Fajtl; Catherine A Egan; Adnan Tufail; Alicja Rudnicka

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):585.

ARVO Annual Meeting Abstract June 2024

The prognostic power of baseline visual function deficits in intermediate age-related macular degeneration (iAMD) for progression to late AMD - A MACUSTAR study report

Hannah M P Dunbar; Charlotte Behning; Alison M Binns; Jan Henrik Terheyden; Stephen H Poor; Robert Finger; David P. Crabb; Sergio Leal; Adnan Tufail; Frank G Holz; Matthias Schmid; Ulrich F O Luhmann

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):1485.

ARVO Annual Meeting Abstract June 2024

Increasing Stroke Risk Correlated with Higher Reticular Pseudodrusen Counts: Evidence from the UK Biobank

Roy Schwartz; Abraham Olvera-Barrios; Alasdair N Warwick; Hagar Khalid; Sumita Phatak; Mahima Jhingan; Coen De Vente; Philippe Valmaggia; Clarisa Sanchez; Catherine A Egan; Adnan Tufail

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):1344.

ARVO Annual Meeting Abstract June 2024

Evaluation of equity in performance of Artificial Intelligence for diabetic retinopathy (DR) detection

Alicja Rudnicka; Royce Shakespeare; Jiri Fajtl; Ryan Chambers; Louis Bolter; John Anderson; Abraham Olvera-Barrios; Sarah Barman; Catherine A Egan; Christopher Owen; Adnan Tufail

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):4922.

ARVO Annual Meeting Abstract June 2024

Validating a Confirmatory Structure-Function Model Prognostic of Progression of Intermediate AMD: MACUSTAR Study Primary Endpoint Analysis

Charlotte Behning; Jan Henrik Terheyden; Robert Finger; Hannah M P Dunbar; Marlene Sassmannshausen; Adnan Tufail; David P. Crabb; Alison M Binns; Zhichao Wu; Robyn H Guymer; Nadia Zakaria; Sergio Leal; Steffen Schmitz-Valckenberg; Ulrich F O Luhmann; Matthias Schmid; Frank G Holz

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):4314.

ARVO Annual Meeting Abstract June 2024

Increased all-cause mortality in people with Sickle trait and diabetes after adjusting for diabetic retinopathy (DR) severity

Abraham Olvera-Barrios; Alasdair N Warwick; Yue Wu; Anand E Rajesh; Aaron Y Lee; Josef Christian Huemer; Louis Bolter; Ryan Chambers; Alicja Rudnicka; Christopher G Owen; John Anderson; Adnan Tufail; Catherine A Egan

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):5125.

ARVO Annual Meeting Abstract June 2024

Beyond basal laminar drusen: expanded retinal phenotypes in membranoproliferative glomerulonephritis

Claudia Liang-Peng; Abraham Olvera-Barrios; Roy Schwartz; Gabriela Grimaldi; Catherine A Egan; Adnan Tufail

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):6669.

ARVO Annual Meeting Abstract June 2023

The linear more-ground-truth effect revealed by reproducible deep learning in OCT image segmentation

Peter Maloca; Hendrik Scholl; Maximilian Pfau; Adnan Tufail; Pascal W. Hasler; Nora Denk

Invest. Ophthalmol. Vis. Sci.. 2023; 64(8):2387.

ARVO Annual Meeting Abstract June 2023

OCT Super-Resolution for Data Standardization using AI: A MACUSTAR report

Coen de Vente; Adnan Tufail; Steffen Schmitz-Valckenberg; Marlene Sassmannshausen; Carel C B Hoyng; Clara I. Sánchez

Invest. Ophthalmol. Vis. Sci.. 2023; 64(8):313.

ARVO Annual Meeting Abstract June 2023

Functional, Anatomical and Patient-Reported Baseline Characteristics of the MACUSTAR Study

Robert Patrick Finger; Jan H. Terheyden; Hannah M P Dunbar; Charlotte Behning; Matthias Schmid; Adnan Tufail; David Crabb; Klaus Peter Moll; Ulrich F O Luhmann; Steffen Schmitz-Valckenberg; Sergio Leal; Frank G Holz

Invest. Ophthalmol. Vis. Sci.. 2023; 64(8):1751.

ARVO Annual Meeting Abstract June 2023

Association between diabetic macular edema and mortality independent of retinopathy (R) grade - The North East London Diabetic Eye Screening Programme (DESP) Study

Abraham Olvera-Barrios; Christopher G Owen; John Anderson; Ryan Chambers; Louis Bolter; Alasdair Warwick; Yue Wu; Roshan Welikala; Jiri Fajtl; Sarah Barman; Emily Y. Chew; Frederick L Ferris; Aaron Y Lee; Adnan Tufail; Catherine A Egan; Alicja R Rudnicka

Invest. Ophthalmol. Vis. Sci.. 2023; 64(8):2283.

ARVO Annual Meeting Abstract June 2023

Sociodemographic differences in performance and perceptions of Artificial Intelligence automated retinal image analysis systems (ARIAS) for the detection of diabetic retinopathy within the English NHS Diabetic Eye Screening Programme (DESP)

Alicja Rudnicka; Jiri Fajtl; Kathryn Willis; Lakshmi Chandrasekaran; Umar Chaudhry; Abraham Olvera-Barrios; Aaron Lee; Catherine A Egan; John Anderson; Sarah Barman; Christopher G Owen; Adnan Tufail

Invest. Ophthalmol. Vis. Sci.. 2023; 64(8):2279.

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Generalizable Deep Learning for the Detection of Incomplete and Complete Retinal Pigment Epithelium and Outer Retinal Atrophy: A MACUSTAR Report

Retinal vessel volume reference database derived from 3D volume-rendered optical coherence tomography angiography (3D-OCTA)

Multi-omic spatial effects on high-resolution AI-derived retinal thickness

Retinal Melanin Measured From Routine Fundus Photos is Associated With Age-Related Macular Degeneration Risk

EyeTests.org: online functional visual tests

Retinomics.org: Visualizing multi-omic spatial effects on high-resolution AI-derived retinal thickness

Improving the detection of progression in longitudinal microperimetry data in age-related macular degeneration by using pointwise analysis of data - a MACUSTAR study report

Ethnicity is not biology: retinal pigment score (RPS) to evaluate biological variability from ophthalmic imaging using machine learning

What are the perceptions and concerns of people living with diabetes and NHS staff about potential implementation of AI-assisted screening for Diabetic Eye Disease?

The prognostic power of baseline visual function deficits in intermediate age-related macular degeneration (iAMD) for progression to late AMD - A MACUSTAR study report

Increasing Stroke Risk Correlated with Higher Reticular Pseudodrusen Counts: Evidence from the UK Biobank

Evaluation of equity in performance of Artificial Intelligence for diabetic retinopathy (DR) detection

Validating a Confirmatory Structure-Function Model Prognostic of Progression of Intermediate AMD: MACUSTAR Study Primary Endpoint Analysis

Increased all-cause mortality in people with Sickle trait and diabetes after adjusting for diabetic retinopathy (DR) severity

Beyond basal laminar drusen: expanded retinal phenotypes in membranoproliferative glomerulonephritis

The linear more-ground-truth effect revealed by reproducible deep learning in OCT image segmentation

OCT Super-Resolution for Data Standardization using AI: A MACUSTAR report

Functional, Anatomical and Patient-Reported Baseline Characteristics of the MACUSTAR Study

Association between diabetic macular edema and mortality independent of retinopathy (R) grade - The North East London Diabetic Eye Screening Programme (DESP) Study

Sociodemographic differences in performance and perceptions of Artificial Intelligence automated retinal image analysis systems (ARIAS) for the detection of diabetic retinopathy within the English NHS Diabetic Eye Screening Programme (DESP)

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