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ARVO Annual Meeting Abstract June 2022

Using Deep Learning for Assessing Image-Quality of 3D Macular Scans from Spectral-Domain Optical Coherence Tomography

Ziqi TANG; Xi Wang; Anran Ran; Fangyao Tang; Yu Cai; Haoxuan Che; Dawei Gabriel YANG; Luyang Luo; Quande Liu; Yiu Lun Wong; Hao Chen; Pheng-Ann Heng; Carol Y. Cheung

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):204 – F0051. doi:

ARVO Annual Meeting Abstract June 2022

Association of fundus autofluorescence changes and pachydrusen in central serous chorioretinopathy and polypoidal choroidal vasculopathy

Timothy Y Y Lai; Ziqi Tang; Adrian C W Lai; Ricky Y K Lai; Carol Y. Cheung

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):3753 – F0174. doi:

ARVO Annual Meeting Abstract June 2022

A Deep Learning System to Predict Response to Anti-Vascular Endothelial Growth Factor (VEGF) Therapy in Eyes with Diabetic Macular Edema for Optical Coherence Tomography Images

Fangyao Tang; Xi Wang; Yu Cai; Hao Chen; Pheng-Ann Heng Pheng-Ann Heng; Carol Y. Cheung

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):2174 – F0237. doi:

ARVO Annual Meeting Abstract June 2022

Early Rate of Optical Coherence Tomography Angiography Changes is Associated with Normal Tension Glaucoma Progression Risk

Timothy P.H. Lin; Bella Ruyue Shen; Annie Ling; Oscar Wong; Tony Sit; Poemen P Chan; Clement C. Tham; Carol Y. Cheung

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):3498. doi:

ARVO Annual Meeting Abstract June 2022

Texture-transformer-based deep-learning (DL) network for enhancing image-quality of OCT-angiography images with lower-resolution

Carol Yim-lui Cheung; Hao Chen; Yuyan RUAN; Weiwen Zhang; Dawei Gabriel YANG

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):215 – F0062. doi:

ARVO Annual Meeting Abstract June 2022

A deep-learning based diabetic macular ischemia classification on OCT-angiography images for predicting diabetic retinopathy progression and diabetic macular oedema development

Dawei Gabriel YANG; Carol Yim-lui Cheung; Anran RAN; Fangyao Tang

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):2913 – F0066. doi:

ARVO Annual Meeting Abstract June 2022

Deep-learning measurement of retinal vessel caliber predicts incident myocardial infarction

Yiu Lun Wong; Marco Yu; Crystal Chong; Tien Yin Wong; Ching Yu Cheng; Carol Yim-lui Cheung

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):177 – F0024. doi:

ARVO Annual Meeting Abstract June 2022

Federated Deep Learning for Classifying Glaucomatous Optic Neuropathy from Optical Coherence Tomography Volumetric Scans: A Privacy-preserving Multi-national Study

Anran RAN; Xi Wang; Poemen P Chan; Noel C Chan; Oi Man Mandy Wong; Hon-Wah Yung; Robert T. Chang; Suria S. Mannil; Yih Chung Tham; Ching-Yu Cheng; Pheng-Ann Heng; Clement C. Tham; Carol Yim-lui Cheung

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):850. doi:

Articles May 2022

Deep Learning for Glaucoma Detection and Identification of Novel Diagnostic Areas in Diverse Real-World Datasets

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Erfan Noury; Suria S. Mannil; Robert T. Chang; An Ran Ran; Carol Y. Cheung; Suman S. Thapa; Harsha L. Rao; Srilakshmi Dasari; Mohammed Riyazuddin; Dolly Chang; Sriharsha Nagaraj; Clement C. Tham; Reza Zadeh
TAGS: datasets, glaucoma, deep learning
Trans. Vis. Sci. Tech.. 2022; 11(5):11. doi: https://doi.org/10.1167/tvst.11.5.11

Includes: Supplemental Content

Articles September 2021

Deep-Learning–Based Pre-Diagnosis Assessment Module for Retinal Photographs: A Multicenter Study

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Vincent Yuen; Anran Ran; Jian Shi; Kaiser Sham; Dawei Yang; Victor T. T. Chan; Raymond Chan; Jason C. Yam; Clement C. Tham; Gareth J. McKay; Michael A. Williams; Leopold Schmetterer; Ching-Yu Cheng; Vincent Mok; Christopher L. Chen; Tien Y. Wong; Carol Y. Cheung
TAGS: datasets, deep learning, eye, handedness, image quality, multicenter studies, macula lutea, optics, eye diseases
Trans. Vis. Sci. Tech.. 2021; 10(11):16. doi: https://doi.org/10.1167/tvst.10.11.16

Includes: Multimedia, Supplemental Content

ARVO Annual Meeting Abstract June 2021

Assessment of risk of normal tension glaucoma progression via deep-learning based retinal-vessel caliber measurement

Timothy P.H. Lin; Herbert Y.H. Hui; Poemen P. Chan; Yumeng Wang; Ruyue Shen; Tien Y Wong; Clement C. Tham; Carol Y. Cheung

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):1027. doi:

ARVO Annual Meeting Abstract June 2021

Retinal Vascular Changes are associated with PET-based Biomarkers of Alzheimer’s Disease

Kristie Hing Chi Leung; Victor T. T. Chan; Vincent Mok; Carol Y. Cheung

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):2285. doi:

ARVO Annual Meeting Abstract June 2021

Association Between Alzheimer’s Disease and Artificial Intelligence-based Glaucomatous Optic Neuropathy Score

Anran RAN; Christopher L. Chen; Xi Wang; Vincent Mok; Clement C. Tham; Tien Y Wong; Carol Yim-lui Cheung

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):2121. doi:

ARVO Annual Meeting Abstract June 2021

A Multi-Task Deep-Learning System to Classify Diabetic Macular Edema for Different Optical Coherence Tomography Devices: A Multi-Center Analysis

Carol Yim-lui Cheung; Fangyao Tang; Anran Ran; Gavin Siew Wei Tan; Daniel SW Ting; Haoyu Chen; Hongjie Ma; Shibo Tang; Theodore Leng; Schahrouz Kakavand; Suria S Mannil; Robert Chang; Gerald Liew; Bamini Gopinath; Tien Y Wong; Xi Wang

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):1033. doi:

Glaucoma January 2021

Longitudinal Changes in Macular Optical Coherence Tomography Angiography Metrics in Primary Open-Angle Glaucoma With High Myopia: A Prospective Study

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Fengbin Lin; Fei Li; Kai Gao; Wanbing He; Jun Zeng; Yu Chen; Meiling Chen; Weijing Cheng; Yunhe Song; Yuying Peng; Ling Jin; Timothy P.H. Lin; Yumeng Wang; Clement C. Tham; Carol Y. Cheung; Xiulan Zhang

Invest. Ophthalmol. Vis. Sci.. 2021; 62(1):30. doi: https://doi.org/10.1167/iovs.62.1.30

Includes: Supplemental Content

Articles November 2020

Improved Automated Foveal Avascular Zone Measurement in Cirrus Optical Coherence Tomography Angiography Using the Level Sets Macro

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Aidi Lin; Danqi Fang; Cuilian Li; Carol Y. Cheung; Haoyu Chen

Trans. Vis. Sci. Tech.. 2020; 9(12):20. doi: https://doi.org/10.1167/tvst.9.12.20

Includes: Supplemental Content

Articles July 2020

Different Effect of Media Opacity on Vessel Density Measured by Different Optical Coherence Tomography Angiography Algorithms

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Jinyu Zhang; Fang Yao Tang; Carol Y. Cheung; Haoyu Chen
TAGS: angiogram, filters, optical coherence tomography, parafoveal region, diagnostic imaging, eye
Trans. Vis. Sci. Tech.. 2020; 9(8):19. doi: https://doi.org/10.1167/tvst.9.8.19

Includes: Supplemental Content

ARVO Annual Meeting Abstract June 2020

Detection of Referable and Vision-threatening Diabetic Retinopathy Using Deep Learning on Ultra-wide Field Scanning Laser Ophthalmoscope Images

Fangyao Tang; Phoomraphee Luenam; Ahmed Abdul Quadeer; Anran RAN; Sobha Sivaprasad; Piyali Sen; Rajiv Raman; Giridhar Anantharaman; Mahesh Gopalakrishnan; Swathy Haridas; Matthew R Mckay; Carol Yim-lui Cheung

Invest. Ophthalmol. Vis. Sci.. 2020; 61(7):1646. doi:

ARVO Annual Meeting Abstract June 2020

Different effect of optical media opacities on vessel density measured by different optical coherence tomography angiography algorithms

Chen Haoyu; Jingyu Zhang; Fangyao Tang; Carol Yim-lui Cheung

Invest. Ophthalmol. Vis. Sci.. 2020; 61(7):5302. doi:

Special Issue February 2020

A 3D Deep Learning System for Detecting Referable Glaucoma Using Full OCT Macular Cube Scans

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Daniel B. Russakoff; Suria S. Mannil; Jonathan D. Oakley; An Ran Ran; Carol Y. Cheung; Srilakshmi Dasari; Mohammed Riyazzuddin; Sriharsha Nagaraj; Harsha L. Rao; Dolly Chang; Robert T. Chang
TAGS: datasets, deep learning, glaucoma, eye
Trans. Vis. Sci. Tech.. 2020; 9(2):12. doi: https://doi.org/10.1167/tvst.9.2.12

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Using Deep Learning for Assessing Image-Quality of 3D Macular Scans from Spectral-Domain Optical Coherence Tomography

Association of fundus autofluorescence changes and pachydrusen in central serous chorioretinopathy and polypoidal choroidal vasculopathy

A Deep Learning System to Predict Response to Anti-Vascular Endothelial Growth Factor (VEGF) Therapy in Eyes with Diabetic Macular Edema for Optical Coherence Tomography Images

Early Rate of Optical Coherence Tomography Angiography Changes is Associated with Normal Tension Glaucoma Progression Risk

Texture-transformer-based deep-learning (DL) network for enhancing image-quality of OCT-angiography images with lower-resolution

A deep-learning based diabetic macular ischemia classification on OCT-angiography images for predicting diabetic retinopathy progression and diabetic macular oedema development

Deep-learning measurement of retinal vessel caliber predicts incident myocardial infarction

Federated Deep Learning for Classifying Glaucomatous Optic Neuropathy from Optical Coherence Tomography Volumetric Scans: A Privacy-preserving Multi-national Study

Deep Learning for Glaucoma Detection and Identification of Novel Diagnostic Areas in Diverse Real-World Datasets

Deep-Learning–Based Pre-Diagnosis Assessment Module for Retinal Photographs: A Multicenter Study

Assessment of risk of normal tension glaucoma progression via deep-learning based retinal-vessel caliber measurement

Retinal Vascular Changes are associated with PET-based Biomarkers of Alzheimer’s Disease

Association Between Alzheimer’s Disease and Artificial Intelligence-based Glaucomatous Optic Neuropathy Score

A Multi-Task Deep-Learning System to Classify Diabetic Macular Edema for Different Optical Coherence Tomography Devices: A Multi-Center Analysis

Longitudinal Changes in Macular Optical Coherence Tomography Angiography Metrics in Primary Open-Angle Glaucoma With High Myopia: A Prospective Study

Improved Automated Foveal Avascular Zone Measurement in Cirrus Optical Coherence Tomography Angiography Using the Level Sets Macro

Different Effect of Media Opacity on Vessel Density Measured by Different Optical Coherence Tomography Angiography Algorithms

Detection of Referable and Vision-threatening Diabetic Retinopathy Using Deep Learning on Ultra-wide Field Scanning Laser Ophthalmoscope Images

Different effect of optical media opacities on vessel density measured by different optical coherence tomography angiography algorithms

A 3D Deep Learning System for Detecting Referable Glaucoma Using Full OCT Macular Cube Scans

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