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Artificial Intelligence March 2025

Corneal Layer Segmentation in Healthy and Pathological Eyes: A Joint Super-Resolution Generative Adversarial Network and Adaptive Graph Theory Approach

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Khin Yadanar Win; Jipson Wong Hon Fai; Wong Qiu Ying; Chloe Chua Si Qi; Jacqueline Chua; Damon Wong; Marcus Ang; Leopold Schmetterer; Bingyao Tan
TAGS: cornea, eye, generative adversarial networks, graphical displays
Trans. Vis. Sci. Tech.. 2025; 14(3):19. https://doi.org/10.1167/tvst.14.3.19

Multidisciplinary Ophthalmic Imaging November 2024

Distortion-Corrected Posterior Ocular Shape in Myopic Eyes Assessed by Ultrawide OCT Detects Deformations Associated With Vision-Threatening Changes

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Bingyao Tan; Janika N. Shah; Ryan P. McNabb; Swathi Jayaraman; Damon Wong; Jacqueline Chua; Marcus Ang; Seang Mei Saw; Jost B. Jonas; Anthony N. Kuo; Quan V. Hoang; Leopold Schmetterer
TAGS: eye, myopia, shape, vision
Invest. Ophthalmol. Vis. Sci.. 2024; 65(13):22. https://doi.org/10.1167/iovs.65.13.22

Includes: Supplemental Content

ARVO Annual Meeting Abstract June 2024

Enhancing the structure-function relationship in glaucoma using anatomical compensation of retinal nerve fiber layer

Jacqueline Chua; Chi Li; Rachel Shujuan Chong; Rahat Husain; Tina Wong; Tin Aung; Leopold Schmetterer; Damon Wong

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):2511.

Glaucoma May 2024

Retinal Nerve Fiber Layer Damage Assessment in Glaucomatous Eyes Using Retinal Retardance Measured by Polarization-Sensitive Optical Coherence Tomography

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Reshma Radhakrishnan Parakkel; Damon Wong; Chi Li; Jocelyn Cheong; Monisha Esther Nongpiur; Rachel Shujuan Chong; Tin Aung; Leopold Schmetterer; Xinyu Liu; Jacqueline Chua
TAGS: eye, glaucoma, retinal nerve fiber layer, optical coherence tomography, spectral domain-optical coherence tomography
Trans. Vis. Sci. Tech.. 2024; 13(5):9. https://doi.org/10.1167/tvst.13.5.9

Artificial Intelligence January 2024

Are Macula or Optic Nerve Head Structures Better at Diagnosing Glaucoma? An Answer Using Artificial Intelligence and Wide-Field Optical Coherence Tomography

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Charis Y. N. Chiang; Fabian A. Braeu; Thanadet Chuangsuwanich; Royston K. Y. Tan; Jacqueline Chua; Leopold Schmetterer; Alexandre H. Thiery; Martin L. Buist; Michaël J. A. Girard
TAGS: artificial intelligence, body tissue, glaucoma, macula lutea, open-angle glaucoma, optic disk, optical coherence tomography, datasets
Trans. Vis. Sci. Tech.. 2024; 13(1):5. https://doi.org/10.1167/tvst.13.1.5

Includes: Supplemental Content

ARVO Annual Meeting Abstract June 2023

Patterns of Retinal Ganglion Cell-Specific Loss Differ in High Myopia Eyes with High Tension or Normal Tension Glaucoma

Rachel Shujuan Chong; Samantha Lor; Donny QV Hoang; Jacqueline Chua; Marco Yu

Invest. Ophthalmol. Vis. Sci.. 2023; 64(8):4150.

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.

ARVO Annual Meeting Abstract June 2023

Cross-modality optical coherence tomography image enhancement using deep learning

Valentina Bellemo; Ankit Kumar; Damon Wong; Jacqueline Chua; Xinxing Xu; Xinyu Liu; Liu Yong; Leopold Schmetterer

Invest. Ophthalmol. Vis. Sci.. 2023; 64(8):235.

ARVO Annual Meeting Abstract June 2023

Posterior sclera birefringence is a biomarker for myopia in guinea pigs and humans

Xinyu Liu; Liqin Jiang; Mengyuan Ke; Ian A Sigal; Jacqueline Chua; Quan V Hoang; Chia audrey; Raymond Najjar; Bingyao Tan; Michael J A Girard; Marcus Ang; Veluchamy Amutha Barathi; Seang-Mei Saw; Martin Villiger; Leopold Schmetterer

Invest. Ophthalmol. Vis. Sci.. 2023; 64(8):3837.

ARVO Annual Meeting Abstract June 2023

Focal structure-function correlation using capillary density and retinal nerve fiber layer thickness in primary open-angle glaucoma

Martin Kallab; Nikolaus Hommer; Andreas Schlatter; Jacqueline Chua; Bingyao Tan; Doreen Schmidl; Cornelia Hirn; Oliver Findl; Leopold Schmetterer; Damon Wong; Gerhard Garhofer

Invest. Ophthalmol. Vis. Sci.. 2023; 64(8):3765.

ARVO Annual Meeting Abstract June 2022

Development and Validation of Global Visual Field Prediction using a Gradient Boosted Framework

Damon Wong; Jacqueline Chua; Inna Bujor; Alina Popa-Cherecheanu; Leopold Schmetterer

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):1263 – A0403.

ARVO Annual Meeting Abstract June 2022

Sector-wise Comparison of Retinal Layer Thickness in High Myopia and Low/Non-Myopia Eyes without Visual Field Defects

Rachel S Chong; Marco Yu; Yin Ci Sim; Jolene Chia; Amanda Gan; Samantha Lor; Qiu Ying Wong; Shivani Majithia; Seang Mei Saw; Ching Yu Cheng; Donny Hoang; Leopold Schmetterer; Jacqueline Chua

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):3813.

ARVO Annual Meeting Abstract June 2022

Comparison Between Swept-Source and Spectral-Domain Optical Coherence Tomography Angiography in Ocular Hypertension and Glaucoma

Katherine Lun; Bingyao Tan; Chelvin Sng; Leopold Schmetterer; Jacqueline Chua

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):3499.

ARVO Annual Meeting Abstract June 2022

A multi-regression model for improving the diagnostic performance of OCT to discriminate mild cognitive impairment and Alzheimer’s disease

Leopold Schmetterer; Jacqueline Chua; Chi Li; Christopher Chen

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):3352 – F0161.

ARVO Annual Meeting Abstract June 2022

Assessing the external validity of machine learning-based detection of glaucoma

Jacqueline Chua; Chi Li; Alina Popa-Cherecheanu; Damon Wong; Leopold Schmetterer

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):184 – F0031.

ARVO Annual Meeting Abstract June 2022

Pointwise visual field estimation from opposing macular optical coherence tomography B-scan pairings using a 2D convolutional neural network

Ruben Hemelings; Damon Wong; Jacqueline Chua; Jan Van Eijgen; Eirini Christinaki; Gerhard Garhofer; Leopold Schmetterer; Ingeborg Stalmans

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):2016 – A0457.

Glaucoma December 2021

Combining OCT and OCTA for Focal Structure–Function Modeling in Early Primary Open-Angle Glaucoma

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Damon Wong; Jacqueline Chua; Bingyao Tan; Xinwen Yao; Rachel Chong; Chelvin C. A. Sng; Rahat Husain; Tin Aung; David Garway-Heath; Leopold Schmetterer
TAGS: glaucoma, open-angle glaucoma, retinal nerve fiber layer, eye
Invest. Ophthalmol. Vis. Sci.. 2021; 62(15):8. https://doi.org/10.1167/iovs.62.15.8

Includes: Supplemental Content

ARVO Annual Meeting Abstract June 2021

Decreased Macular Sensitivity in Highly Myopic Eyes with Myopic Macular Degeneration is Associated with Reduced Deep Retinal Perfusion Density

Chee Wai Wong; Fei Hui Zheng; Jacqueline Chua; Leopold Schmetterer; Quan V Hoang

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):2270.

ARVO Annual Meeting Abstract June 2021

Evaluating the Structure-Function Relationship using Structural and Vascular Measures in Glaucoma

Damon Wong; Jacqueline Chua; Bingyao Tan; Xinwen Yao; Rachel S. Chong; Chelvin Sng; Rahat Husain; Tin Aung; Leopold Schmetterer

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):3383.

ARVO Annual Meeting Abstract June 2021

Full Circumferential 3D Reconstruction of Schlemm’s Canal in Living Human Using Megahertz Swept Source OCT

Xinwen Yao; Yijie Ho; Jacqueline Chua; Damon Wong; Bingyao Tan; Leopold Schmetterer

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):389.

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Corneal Layer Segmentation in Healthy and Pathological Eyes: A Joint Super-Resolution Generative Adversarial Network and Adaptive Graph Theory Approach

Distortion-Corrected Posterior Ocular Shape in Myopic Eyes Assessed by Ultrawide OCT Detects Deformations Associated With Vision-Threatening Changes

Enhancing the structure-function relationship in glaucoma using anatomical compensation of retinal nerve fiber layer

Retinal Nerve Fiber Layer Damage Assessment in Glaucomatous Eyes Using Retinal Retardance Measured by Polarization-Sensitive Optical Coherence Tomography

Are Macula or Optic Nerve Head Structures Better at Diagnosing Glaucoma? An Answer Using Artificial Intelligence and Wide-Field Optical Coherence Tomography

Patterns of Retinal Ganglion Cell-Specific Loss Differ in High Myopia Eyes with High Tension or Normal Tension Glaucoma

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

Cross-modality optical coherence tomography image enhancement using deep learning

Posterior sclera birefringence is a biomarker for myopia in guinea pigs and humans

Focal structure-function correlation using capillary density and retinal nerve fiber layer thickness in primary open-angle glaucoma

Development and Validation of Global Visual Field Prediction using a Gradient Boosted Framework

Sector-wise Comparison of Retinal Layer Thickness in High Myopia and Low/Non-Myopia Eyes without Visual Field Defects

Comparison Between Swept-Source and Spectral-Domain Optical Coherence Tomography Angiography in Ocular Hypertension and Glaucoma

A multi-regression model for improving the diagnostic performance of OCT to discriminate mild cognitive impairment and Alzheimer’s disease

Assessing the external validity of machine learning-based detection of glaucoma

Pointwise visual field estimation from opposing macular optical coherence tomography B-scan pairings using a 2D convolutional neural network

Combining OCT and OCTA for Focal Structure–Function Modeling in Early Primary Open-Angle Glaucoma

Decreased Macular Sensitivity in Highly Myopic Eyes with Myopic Macular Degeneration is Associated with Reduced Deep Retinal Perfusion Density

Evaluating the Structure-Function Relationship using Structural and Vascular Measures in Glaucoma

Full Circumferential 3D Reconstruction of Schlemm’s Canal in Living Human Using Megahertz Swept Source OCT

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