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Optica Fall Vision Meeting Abstract February 2022

Invited Session I: Artificial intelligence applications in ophthalmology and vision science: Deep learning applications in clinical ophthalmology

Cecilia S. Lee
TAGS: artificial intelligence, deep learning, ophthalmology, vision
Journal of Vision. 2022; 22(3):40. doi: https://doi.org/10.1167/jov.22.3.40

Data Science January 2022

UWHVF: A Real-World, Open Source Dataset of Perimetry Tests From the Humphrey Field Analyzer at the University of Washington

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Giovanni Montesano; Andrew Chen; Randy Lu; Cecilia S. Lee; Aaron Y. Lee
TAGS: datasets, perimetry, universities, visual fields
Trans. Vis. Sci. Tech.. 2022; 11(1):2. doi: https://doi.org/10.1167/tvst.11.1.1

Includes: Supplemental Content

ARVO Annual Meeting Abstract June 2021

Artificial intelligence automation of eyelid and periorbital measurements

Alexandra Van Brummen; Julia P Owen; Theodore Spaide; Colin Froines; Randy Lu; Megan Lacy; Marian Blazes; Cecilia S Lee; Aaron Y Lee; Matthew Zhang

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):2149. doi:

ARVO Annual Meeting Abstract June 2021

Automated plexus differentiation for retinal vessels in OCTA data using deep learning

Jamie Shaffer; Luis De Sisternes; Julia Owen; Yelena Bagdasarova; Cecilia S Lee; Warren Lewis; Craig Leong; Roger Goldberg; Mary K Durbin; Aaron Y Lee

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):2139. doi:

ARVO Annual Meeting Abstract June 2021

Time Series Trends for Rhegmatogenous Retinal Detachment Repair, Retinal Break Treatment, and Posterior Vitreous Detachment using the Intelligent Research In Sight (IRIS®) Registry

Steven Sepehr Saraf; Megan Lacy; Matthew Hunt; Aaron Y Lee; Cecilia S Lee; Yewlin Chee

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):167. doi:

ARVO Annual Meeting Abstract June 2021

Association of Environmental Factors with Neovascular Age-Related Macular Degeneration (nvAMD) using the Intelligent Research in Sight (IRIS)® Registry

Matthew Hunt; Steven Saraf; Yewlin Chee; Yue Wu; Cecilia S Lee; Aaron Y Lee; Michael B Manookin

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):165. doi:

ARVO Annual Meeting Abstract June 2021

Assessing the uniformity of uveitis clinical concepts and associated ICD-10 codes across healthcare systems sharing the same electronic medical records system

Matthew McKay; Nicholas Apostolopoulos; Mohammad Dahrouj; Huy Nguyen; Amit Reddy; Marian Blazes; Megan Lacy; Kathryn L Pepple; Aaron Y Lee; Cecilia S Lee

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):1407. doi:

ARVO Annual Meeting Abstract June 2021

Endophthalmitis risk following same-day vs delayed sequential bilateral cataract surgery using the Intelligent Research in Sight (IRIS)® Registry

Megan Lacy; Julia Owen; Ryan T Yanagihara; Marian Blazes; Suzann Pershing; Leslie Hyman; Russell N Van Gelder; Aaron Y Lee; Cecilia S Lee

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):1351. doi:

ARVO Annual Meeting Abstract June 2021

Automated detection of vascular leakage on fluorescein angiography

LeAnne Young; Jongwoo Kim; Mehmet Yakin; Henry Lin; David Dao; Shilpa Kodati; Sumit Sharma; Aaron Y Lee; Cecilia S Lee; H Nida Sen

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):2112. doi:

ARVO Annual Meeting Abstract June 2021

Associations between retinal artery/vein occlusions (RAVO) and risk of vascular dementia

Marian Blazes; Michael L. Lee; Laura E. Gibbons; Ryan T Yanagihara; Jason P. Kam; Aaron Y Lee; Eric B. Larson; Paul K. Crane; Cecilia S Lee

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):2830. doi:

ARVO Annual Meeting Abstract June 2021

Algorithmic optimization of residency matching for a win-win outcome

Yue Wu; Cecilia S Lee; Aaron Y Lee; Russell N Van Gelder

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):2648. doi:

ARVO Annual Meeting Abstract June 2021

Segmentation of reticular pseudodrusen (RPD) lesions in OCT B-scans using deep learning

Yelena Bagdasarova; Himeesh Kumar; Robyn H Guymer; Marian Blazes; Cecilia S Lee; Aaron Y Lee; Zhichao Wu

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):2138. doi:

ARVO Annual Meeting Abstract June 2021

Uveitis incidence in the United States (US): a database study using the Intelligent Research in Sight (IRIS)® Registry

Timothy-Paul Kung; Matthew S. Hunt; Matthew McKay; Ryan T Yanagihara; Aaron Y Lee; Russell N Van Gelder; Cecilia S Lee

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):1404. doi:

ARVO Annual Meeting Abstract June 2021

Diabetic retinopathy and dementia link is more than microvascular disease and poor glycemic control mechanisms

Cecilia S Lee; Yu-Ru Su; Chloe Krakauer; Rod Walker; Aaron Y Lee; Ann O’Hare; Eric B. Larson; Paul K. Crane

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):1171. doi:

ARVO Annual Meeting Abstract June 2021

Student becomes teacher: faster deep learning (DL) lightweight models (LWM) for automated detection of abnormal OCT B-scans using student-teacher framework

Julia Owen; Marian Blazes; Niranchana Manivannan; Gary C Lee; Sophia Yu; Mary K Durbin; Rishi P. Singh; Katherine Talcott; Alline G.R. Melo; Tyler Greenlee; Eric R. Chen; Thais F. Conti; Cecilia S Lee; Aaron Y Lee

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):1028. doi:

ARVO Annual Meeting Abstract June 2021

Clinical Characteristics of Patients with Uveitis at Presentation: a Database Study using the American Academy of Ophthalmology (AAO) Intelligent Research In Sight (IRIS ® ) Registry

Ryan T Yanagihara; Matthew S Hunt; K Matthew McKay; Timothy-Paul Kung; Aaron Y Lee; Russell N Van Gelder; Cecilia S Lee

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):3479. doi:

Articles May 2021

Assessing the Clinical Utility of Expanded Macular OCTs Using Machine Learning

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Andrew C. Lin; Cecilia S. Lee; Marian Blazes; Aaron Y. Lee; Michael B. Gorin
TAGS: machine learning, open-angle glaucoma, area under the roc curve, diagnostic imaging, datasets
Trans. Vis. Sci. Tech.. 2021; 10(6):32. doi: https://doi.org/10.1167/tvst.10.6.32

Includes: Supplemental Content

Special Issue December 2020

Exploring a Structural Basis for Delayed Rod-Mediated Dark Adaptation in Age-Related Macular Degeneration Via Deep Learning

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Aaron Y. Lee; Cecilia S. Lee; Marian S. Blazes; Julia P. Owen; Yelena Bagdasarova; Yue Wu; Theodore Spaide; Ryan T. Yanagihara; Yuka Kihara; Mark E. Clark; MiYoung Kwon; Cynthia Owsley; Christine A. Curcio

Trans. Vis. Sci. Tech.. 2020; 9(2):62. doi: https://doi.org/10.1167/tvst.9.2.62

Includes: Supplemental Content

Special Issue July 2020

Protecting Data Privacy in the Age of AI-Enabled Ophthalmology

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Elysse Tom; Pearse A. Keane; Marian Blazes; Louis R. Pasquale; Michael F. Chiang; Aaron Y. Lee; Cecilia S. Lee; and AAO Artificial Intelligence Task Force
TAGS: ophthalmology, privacy, datasets
Trans. Vis. Sci. Tech.. 2020; 9(2):36. doi: https://doi.org/10.1167/tvst.9.2.36

ARVO Annual Meeting Abstract June 2020

Global maximal utility optimizer for resident matching

Yue Wu; Theodore Spaide; Yuka Kihara; Cecilia S Lee; Ryan T. Yanagihara; Julia Owen; Aaron Y Lee; Russell Van Gelder

Invest. Ophthalmol. Vis. Sci.. 2020; 61(7):5120. doi:

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Invited Session I: Artificial intelligence applications in ophthalmology and vision science: Deep learning applications in clinical ophthalmology

UWHVF: A Real-World, Open Source Dataset of Perimetry Tests From the Humphrey Field Analyzer at the University of Washington

Artificial intelligence automation of eyelid and periorbital measurements

Automated plexus differentiation for retinal vessels in OCTA data using deep learning

Time Series Trends for Rhegmatogenous Retinal Detachment Repair, Retinal Break Treatment, and Posterior Vitreous Detachment using the Intelligent Research In Sight (IRIS®) Registry

Association of Environmental Factors with Neovascular Age-Related Macular Degeneration (nvAMD) using the Intelligent Research in Sight (IRIS)® Registry

Assessing the uniformity of uveitis clinical concepts and associated ICD-10 codes across healthcare systems sharing the same electronic medical records system

Endophthalmitis risk following same-day vs delayed sequential bilateral cataract surgery using the Intelligent Research in Sight (IRIS)® Registry

Automated detection of vascular leakage on fluorescein angiography

Associations between retinal artery/vein occlusions (RAVO) and risk of vascular dementia

Algorithmic optimization of residency matching for a win-win outcome

Segmentation of reticular pseudodrusen (RPD) lesions in OCT B-scans using deep learning

Uveitis incidence in the United States (US): a database study using the Intelligent Research in Sight (IRIS)® Registry

Diabetic retinopathy and dementia link is more than microvascular disease and poor glycemic control mechanisms

Student becomes teacher: faster deep learning (DL) lightweight models (LWM) for automated detection of abnormal OCT B-scans using student-teacher framework

Clinical Characteristics of Patients with Uveitis at Presentation: a Database Study using the American Academy of Ophthalmology (AAO) Intelligent Research In Sight (IRIS ® ) Registry

Assessing the Clinical Utility of Expanded Macular OCTs Using Machine Learning

Exploring a Structural Basis for Delayed Rod-Mediated Dark Adaptation in Age-Related Macular Degeneration Via Deep Learning

Protecting Data Privacy in the Age of AI-Enabled Ophthalmology

Global maximal utility optimizer for resident matching

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