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Author Details

Aaron Lee
Harvard University, Moorfields Eye Hospital NHS Foundation Trust, St. John's Mercy Hospital, University of British Columbia, University of Washington, Washington University in Saint Louis
0000-0002-7452-1648
2006
181
34
PMIDPaper TitleJournal TitlePublished Year
37739233Developing a Continuous Severity Scale for Macular Telangiectasia Type 2 Using Deep Learning and Implications for Disease Grading.Ophthalmology2024
36154868Training Deep Learning Models to Work on Multiple Devices by Cross-Domain Learning with No Additional Annotations.Ophthalmology2023
37729502Artificial Intelligence and Diabetic Retinopathy: AI Framework, Prospective Studies, Head-to-head Validation, and Cost-effectiveness.Diabetes Care2023
37869025Evaluating Visual Acuity in the American Academy of Ophthalmology IRIS® Registry.Ophthalmol Sci2023
37318810Prevalence of Diabetic Retinopathy in the US in 2021.JAMA Ophthalmol2023
37140901Validity of Administrative Claims and Electronic Health Registry Data From a Single Practice for Eye Health Surveillance.JAMA Ophthalmol2023
37304043Machine Learning to Predict Response to Ranibizumab in Neovascular Age-Related Macular Degeneration.Ophthalmol Sci2023
37201696Thyroid Eye Disease and its Vision-Threatening Manifestations in the Academy IRIS Registry: 2014-2018.Am J Ophthalmol2023
37331480United States Population Disparities in Ophthalmic Care: Blindness and Visual Impairment in the IRIS® Registry (Intelligent Research in Sight).Ophthalmology2023
37471084Evaluating Access to Laser Eye Surgery by Driving Times Using Medicare Data and Geographical Mapping.JAMA Ophthalmol2023
37428131Geographic Atrophy Segmentation Using Multimodal Deep Learning.Transl Vis Sci Technol2023
37223917Multivariate Models to Diagnose Early Referral-Warranted Retinopathy of Prematurity With Handheld Optical Coherence Tomography.Transl Vis Sci Technol2023
36881468Comparing Telephone Survey Responses to Best-Corrected Visual Acuity to Estimate the Accuracy of Identifying Vision Loss: Validation Study.JMIR Public Health Surveill2023
36513155Diabetic Retinopathy and Dementia Association, Beyond Diabetes Severity.Am J Ophthalmol2023
36896869Optic radiations representing different eccentricities age differently.Hum Brain Mapp2023
34265315Endophthalmitis Rate in Immediately Sequential versus Delayed Sequential Bilateral Cataract Surgery within the Intelligent Research in Sight (IRIS®) Registry Data.Ophthalmology2022
35435921Machine Learning Prediction of Non-Coding Variant Impact in Human Retinal cis-Regulatory Elements.Transl Vis Sci Technol2022
35525297Artificial intelligence-based strategies to identify patient populations and advance analysis in age-related macular degeneration clinical trials.Exp Eye Res2022
35660421Deep Metagenomic Sequencing for Endophthalmitis Pathogen Detection Using a Nanopore Platform.Am J Ophthalmol2022
35414972Automatic geographic atrophy segmentation using optical attenuation in OCT scans with deep learning.Biomed Opt Express2022
36531577Detection of Nonexudative Macular Neovascularization on Structural OCT Images Using Vision Transformers.Ophthalmol Sci2022
36531578Machine Learning Prediction of Adenovirus D8 Conjunctivitis Complications from Viral Whole-Genome Sequence.Ophthalmol Sci2022
36531573Association of Environmental Factors with Age-Related Macular Degeneration using the Intelligent Research in Sight Registry.Ophthalmol Sci2022
36417673Developments in Artificial Intelligence for Ophthalmology: Federated Learning.Asia Pac J Ophthalmol (Phila)2022
36561352Predictors of Long-term Ophthalmic Complications after Closed Globe Injuries Using the Intelligent Research in Sight (IRIS®) Registry.Ophthalmol Sci2022
36249707Emerging Ethical Considerations for the Use of Artificial Intelligence in Ophthalmology.Ophthalmol Sci2022
35907473Visual Field Endpoints for Neuroprotective Trials: A Case for AI-Driven Patient Enrichment.Am J Ophthalmol2022
36314006Acceptance and Perception of Artificial Intelligence Usability in Eye Care (APPRAISE) for Ophthalmologists: A Multinational Perspective.Front Med (Lausanne)2022
36246182American Academy of Ophthalmology Intelligent Research in Sight (IRIS®) Registry and the IRIS Registry Analytic Center Consortium.Ophthalmol Sci2022
36209335Machine learning-based derivation and external validation of a tool to predict death and development of organ failure in hospitalized patients with COVID-19.Sci Rep2022
35999272Clinical and genomic correlates of imatinib response in melanomas with KIT alterations.Br J Cancer2022
35906132Reinforcement learning in ophthalmology: potential applications and challenges to implementation.Lancet Digit Health2022
35900728Foveal Curvature and Its Associations in UK Biobank Participants.Invest Ophthalmol Vis Sci2022
36201483Deep learning models for COVID-19 chest x-ray classification: Preventing shortcut learning using feature disentanglement.PLoS One2022
36096893Joint American Academy of Ophthalmology and Association for Research in Vision and Ophthalmology Policy Statement: The Time for Digital Imaging Standards Implementation Is Now.Ophthalmology2022
36058733Data Sources for Evaluating Health Disparities in Ophthalmology: Where We Are and Where We Need to Go.Ophthalmology2022
36028647Automated segmentation and feature discovery of age-related macular degeneration and Stargardt disease via self-attended neural networks.Sci Rep2022
36006653Quantification and Predictors of OCT-Based Macular Curvature and Dome-Shaped Configuration: Results From the UK Biobank.Invest Ophthalmol Vis Sci2022
35877095Automated Detection of Vascular Leakage in Fluorescein Angiography - A Proof of Concept.Transl Vis Sci Technol2022
33875452Computer-aided detection and abnormality score for the outer retinal layer in optical coherence tomography.Br J Ophthalmol2022
35319833Advancing an agile regulatory ecosystem to respond to the rapid development of innovative technologies.Clin Transl Sci2022
35016892From Data to Deployment: The Collaborative Community on Ophthalmic Imaging Roadmap for Artificial Intelligence in Age-Related Macular Degeneration.Ophthalmology2022
34978561UWHVF: A Real-World, Open Source Dataset of Perimetry Tests From the Humphrey Field Analyzer at the University of Washington.Transl Vis Sci Technol2022
35202616Policy-Driven, Multimodal Deep Learning for Predicting Visual Fields from the Optic Disc and OCT Imaging.Ophthalmology2022
34902546Trustworthy AI: Closing the gap between development and integration of AI systems in ophthalmic practice.Prog Retin Eye Res2022
35110593Effective deep learning approaches for predicting COVID-19 outcomes from chest computed tomography volumes.Sci Rep2022
34870676Association Between Cataract Extraction and Development of Dementia.JAMA Intern Med2022
35323865Association of Public Health Measures During the COVID-19 Pandemic With the Incidence of Infectious Conjunctivitis-Reply.JAMA Ophthalmol2022
34792555Association of Public Health Measures During the COVID-19 Pandemic With the Incidence of Infectious Conjunctivitis.JAMA Ophthalmol2022
34724537Potential for Process Improvement of Clinical Flow Cytometry by Incorporating Real-Time Automated Screening of Data to Expedite Addition of Antibody Panels.Am J Clin Pathol2022
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Collaborators

Cecilia S Lee
University of Washington
Co-authored papers 85
Adnan Tufail
Moorfields Eye Hospital NHS Foundation Trust
Co-authored papers 37
Catherine Egan
Moorfields Eye Hospital NHS Foundation Trust
Co-authored papers 28
Russell N Van Gelder
University of Washington School of Medicine
Co-authored papers 18
Ryan T Yanagihara
Hawaii Macula and Retina Institute
Co-authored papers 16
Pearse A Keane
Moorfields Eye Hospital NHS Foundation Trust
Co-authored papers 16
Yue Wu
University of Washington
Co-authored papers 13
Usha Chakravarthy
Queen's University Belfast
Co-authored papers 11
Clare Bailey
Bristol Eye Hospital
Co-authored papers 11
Flora Lum
American Academy of Ophthalmology
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Paul Taylor
Institute of Health Informatics, University College London
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Robert L Johnston
Gloucestershire Hospitals NHS Foundation Trust
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Martin McKibbin
Leeds Teaching Hospitals NHS Trust
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Daniel S W Ting
Singapore Eye Research Institute
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Louise Downey
Hull and East Yorkshire Hospital, Hull and East Yorkshire NHS Trust
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Suzann Pershing
Spencer Center for Vision Research, Byers Eye Institute, Stanford University
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Lakshmi Akileswaran
University of Washington School of Medicine, and NovaBay Pharmaceuticals
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Rehna Khan
Calderdale and Huddersfield National Health Service Foundation Trust
Co-authored papers 8
Julia P Owen
University of Washington
Co-authored papers 7
Milam A Brantley
University of Cambridge
Co-authored papers 7
Salim Natha
Wigan and Leigh NHS Foundation Trust
Co-authored papers 7
Dawn A Sim
Institute of Ophthalmology, University College London
Co-authored papers 7
Toks Akerele
Hinchingbrooke Health Care NHS Trust
Co-authored papers 7
Qinqin Zhang
University of Washington
Co-authored papers 7
SriniVas R Sadda
Doheny Eye Institute, University of California Los Angeles
Co-authored papers 7
Leslie Hyman
Wills Eye Hospital, Sidney Kimmel Medical Center at Thomas Jefferson University
Co-authored papers 7
Douglas M Baughman
University of Washington
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David P Crabb
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Co-authored papers 6
Ruikang K Wang
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Ariel Rokem
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