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Deep Learning and Transfer Learning for Optic Disc Laterality Detection: Implications for Machine Learning in Neuro-Ophthalmology

Journal of neuro-ophthalmology, 2020-06, Vol.40 (2), p.178-184

2020

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The Impact of COVID-19 on Diabetic Retinopathy Monitoring and Treatment

Current diabetes reports, 2021-10, Vol.21 (10), p.40-40, Article 40

2021

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Performance and Limitation of Machine Learning Algorithms for Diabetic Retinopathy Screening: Meta-analysis

Journal of medical Internet research, 2021-07, Vol.23 (7), p.e23863

2021

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The Role of Ultra-Widefield Fundus Imaging and Fluorescein Angiography in Diagnosis and Treatment of Diabetic Retinopathy

Current diabetes reports, 2021-09, Vol.21 (9), p.30-30, Article 30

2021

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The SEE Study: Safety, Efficacy, and Equity of Implementing Autonomous Artificial Intelligence for Diagnosing Diabetic Retinopathy in Youth

Diabetes care, 2021-03, Vol.44 (3), p.781-787

2021

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Autonomous artificial intelligence increases screening and follow-up for diabetic retinopathy in youth: the ACCESS randomized control trial

Nature communications, 2024-01, Vol.15 (1), p.421-421, Article 421

2024

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Choriocapillaris flow loss in center-involving retinitis pigmentosa: a quantitative optical coherence tomography angiography study using a novel classification system

Graefe's archive for clinical and experimental ophthalmology, 2021-11, Vol.259 (11), p.3235-3242

2021

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Retinal Thickness and Microvascular Changes in Children With Sickle Cell Disease Evaluated by Optical Coherence Tomography (OCT) and OCT Angiography

American journal of ophthalmology, 2020-01, Vol.209, p.88-98

2020

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Detection of Optic Disc Abnormalities in Color Fundus Photographs Using Deep Learning

Journal of neuro-ophthalmology, 2021-09, Vol.41 (3), p.368-374

2021

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Deep Learning Applications to Classification and Detection of Age-Related Macular Degeneration on Optical Coherence Tomography Imaging: A Review

Ophthalmology and therapy, 2023-10, Vol.12 (5), p.2347-2359

2023

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Association of Macular and Peripheral Retinal Macro-Pseudocysts With Chronic Retinal Detachment

JAMA ophthalmology, 2018-08, Vol.136 (8), p.956

2018

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Loss of Peak Vision in Retinal Vein Occlusion Patients Treated for Macular Edema

American journal of ophthalmology, 2019-09, Vol.205, p.17-26

2019

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The Ethical and Societal Considerations for the Rise of Artificial Intelligence and Big Data in Ophthalmology

Frontiers in medicine, 2022-06, Vol.9, p.845522-845522

2022

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Social Determinants of Health and Impact on Screening, Prevalence, and Management of Diabetic Retinopathy in Adults: A Narrative Review

Journal of clinical medicine, 2022-11, Vol.11 (23), p.7120

2022

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Vision transformers: The next frontier for deep learning-based ophthalmic image analysis

Saudi journal of ophthalmology, 2023-07, Vol.37 (3), p.173-178

2023

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Correlation between hyperreflective foci and visual function testing in eyes with intermediate age-related macular degeneration

International journal of retina and vitreous, 2023-04, Vol.9 (1), p.24-24, Article 24

2023

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Increased Frequency of Topical Steroids Provides Benefit in Patients With Recalcitrant Postsurgical Macular Edema

American journal of ophthalmology, 2017-06, Vol.178, p.163-175

2017

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Comparative analysis of alignment algorithms for macular optical coherence tomography imaging

International journal of retina and vitreous, 2023-10, Vol.9 (1), p.1-60, Article 60

2023

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Direct Gene Expression Profile Prediction for Uveal Melanoma from Digital Cytopathology Images via Deep Learning and Salient Image Region Identification

Ophthalmology science (Online), 2023-03, Vol.3 (1), p.100240-100240, Article 100240

2023

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Wide-field imaging in proliferative diabetic retinopathy

International journal of retina and vitreous, 2019-12, Vol.5 (Suppl 1), p.20-20, Article 20

2019

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Assessment of Deep Generative Models for High-Resolution Synthetic Retinal Image Generation of Age-Related Macular Degeneration

JAMA ophthalmology, 2019-03, Vol.137 (3), p.258

2019

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Deep learning based retinal OCT segmentation

Computers in biology and medicine, 2019-11, Vol.114, p.103445-103445, Article 103445

2019

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Clinical Outcomes of Secondary Scleral-Sutured Foldable Hydrophilic Acrylic Intraocular Lens Placement by Trainees: A Single-Site Analysis

Clinical ophthalmology (Auckland, N.Z.), 2021-01, Vol.15, p.783-790

2021

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Detecting Anomalies in Retinal Diseases Using Generative, Discriminative, and Self-supervised Deep Learning

JAMA ophthalmology, 2022-02, Vol.140 (2), p.185

2022

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Evolution of Choroidal Neovascularization due to Presumed Ocular Histoplasmosis Syndrome on Multimodal Imaging including Optical Coherence Tomography Angiography

Case reports in ophthalmological medicine, 2018-01, Vol.2018, p.4098419-5

2018

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Deep Learning and Transfer Learning for Optic Disc Laterality Detection: Implications for Machine Learning in Neuro-Ophthalmology

The Impact of COVID-19 on Diabetic Retinopathy Monitoring and Treatment

Performance and Limitation of Machine Learning Algorithms for Diabetic Retinopathy Screening: Meta-analysis

The Role of Ultra-Widefield Fundus Imaging and Fluorescein Angiography in Diagnosis and Treatment of Diabetic Retinopathy

The SEE Study: Safety, Efficacy, and Equity of Implementing Autonomous Artificial Intelligence for Diagnosing Diabetic Retinopathy in Youth

Autonomous artificial intelligence increases screening and follow-up for diabetic retinopathy in youth: the ACCESS randomized control trial

Choriocapillaris flow loss in center-involving retinitis pigmentosa: a quantitative optical coherence tomography angiography study using a novel classification system

Retinal Thickness and Microvascular Changes in Children With Sickle Cell Disease Evaluated by Optical Coherence Tomography (OCT) and OCT Angiography

Detection of Optic Disc Abnormalities in Color Fundus Photographs Using Deep Learning

Deep Learning Applications to Classification and Detection of Age-Related Macular Degeneration on Optical Coherence Tomography Imaging: A Review

Association of Macular and Peripheral Retinal Macro-Pseudocysts With Chronic Retinal Detachment

Loss of Peak Vision in Retinal Vein Occlusion Patients Treated for Macular Edema

The Ethical and Societal Considerations for the Rise of Artificial Intelligence and Big Data in Ophthalmology

Social Determinants of Health and Impact on Screening, Prevalence, and Management of Diabetic Retinopathy in Adults: A Narrative Review

Vision transformers: The next frontier for deep learning-based ophthalmic image analysis

Correlation between hyperreflective foci and visual function testing in eyes with intermediate age-related macular degeneration

Increased Frequency of Topical Steroids Provides Benefit in Patients With Recalcitrant Postsurgical Macular Edema

Comparative analysis of alignment algorithms for macular optical coherence tomography imaging

Direct Gene Expression Profile Prediction for Uveal Melanoma from Digital Cytopathology Images via Deep Learning and Salient Image Region Identification

Wide-field imaging in proliferative diabetic retinopathy

Assessment of Deep Generative Models for High-Resolution Synthetic Retinal Image Generation of Age-Related Macular Degeneration

Deep learning based retinal OCT segmentation

Clinical Outcomes of Secondary Scleral-Sutured Foldable Hydrophilic Acrylic Intraocular Lens Placement by Trainees: A Single-Site Analysis

Detecting Anomalies in Retinal Diseases Using Generative, Discriminative, and Self-supervised Deep Learning

Evolution of Choroidal Neovascularization due to Presumed Ocular Histoplasmosis Syndrome on Multimodal Imaging including Optical Coherence Tomography Angiography

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