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Editorial July 2021

Data Science in Translational Vision Science and Technology

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Marco A. Zarbin; Aaron Y. Lee; Pearse A. Keane; Michael F. Chiang
TAGS: data science, technology, vision
Trans. Vis. Sci. Tech.. 2021; 10(8):20. doi: https://doi.org/10.1167/tvst.10.8.20

ARVO Annual Meeting Abstract June 2021

Are we doing better? Impact of treatment paradigm change on neovascular age-related macular degeneration treatment outcomes over the past decade. A big data analysis.

Roy Schwartz; Alasdair Warwick; Abraham Olvera-Barrios; Maria Pikoula; Aaron Y Lee; Spiros Denaxas; Paul Taylor; Catherine Egan; Usha Chakravarthy; Peck Lin Lip; Adnan Tufail

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):344. doi:

ARVO Annual Meeting Abstract June 2021

Using Fixed-Force Goldmann Applanation Tonometry to measure the Ocular Pulse Amplitude

Joanne C Wen; Theodore Spaide; Yue Wu; Aaron Y Lee

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):626. 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

Detecting Double Layer Signs with OCT volumes using a 3D Convolutional Neural Network (CNN)

Yuka Kihara; yingying shi; Cancan Lyu; Jin Yang; Liang Wang; Xiaoshuang Jiang; Mengxi Shen; Rita Laiginhas; Hironobu Fujiyoshi; Giovanni Gregori; Philip J Rosenfeld; Aaron Y Lee

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):2102. 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:

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

Collaborative Diabetic Retinopathy Severity Classification of Optical Coherence Tomography Data through Federated Learning

Timothy Tin Long Yu; Julian Lo; Da Ma; Pengxiao Zang; Julia Owen; Ruikang K Wang; Aaron Y Lee; Yali Jia; Marinko V Sarunic

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):1029. doi:

ARVO Annual Meeting Abstract June 2021

Emulated trial comparing the effectiveness of Bevacuzimab vs Aflibercept using an external control arm

Paul Taylor; Darren Thomas; Aaron Y Lee; Philipp L. Mueller; Roy Schwartz; Abraham Olvera-Barrios; Alasdair Warwick; Praveen J Patel; Tjebo Herren; Catherine Egan; Adnan Tufail

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):454. doi:

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Data Science in Translational Vision Science and Technology

Are we doing better? Impact of treatment paradigm change on neovascular age-related macular degeneration treatment outcomes over the past decade. A big data analysis.

Using Fixed-Force Goldmann Applanation Tonometry to measure the Ocular Pulse Amplitude

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

Detecting Double Layer Signs with OCT volumes using a 3D Convolutional Neural Network (CNN)

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

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

Collaborative Diabetic Retinopathy Severity Classification of Optical Coherence Tomography Data through Federated Learning

Emulated trial comparing the effectiveness of Bevacuzimab vs Aflibercept using an external control arm

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