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ARVO Annual Meeting Abstract June 2022

Predicting 2-year and 5-year Late AMD Progression using Deep Learning with Longitudinal Fundus Images

Junghwan Lee; Tingyi Wanyan; Qingyu Chen; Tiarnan D L Keenan; Emily Y Chew; Zhiyong Lu; Fei Wang; Yifan Peng

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):3003 – F0273. doi:

ARVO Annual Meeting Abstract June 2022

Detecting Cataract from Color Fundus Photographs Using Explainable Deep Learning

Amr Elsawy; Tiarnan D L Keenan; Qingyu Chen; Alisa T Thavikulwat; Sanjeeb Bhandari; Emily Y Chew; Zhiyong Lu

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):217 – F0064. doi:

ARVO Annual Meeting Abstract June 2021

Deep learning survival analysis on the progression to late AMD in the Age-Related Eye Disease Study

Gregory Cyrus Ghahramani; Matthew Brendel; Qingyu Chen; Tiarnan D L Keenan; Kun Chen; Emily Y Chew; Zhiyong Lu; Yifan Peng; Fei Wang

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):92. doi:

ARVO Annual Meeting Abstract June 2020

Deep learning automated detection of reticular pseudodrusen from fundus autofluorescence images and color fundus photographs in the Age-Related Eye Disease Study 2 (AREDS2)

Tiarnan D L Keenan; Qingyu Chen; Yifan Peng; Amitha Domalpally; Elvira Agron; Christopher K Hwang; Alisa Therese Thavikulwat; Debora Hana Lee; Daniel Li; Wai T. Wong; Zhiyong Lu; Emily Chew

Invest. Ophthalmol. Vis. Sci.. 2020; 61(7):1644. doi:

ARVO Annual Meeting Abstract July 2019

Deep learning prediction of progression to late age-related macular degeneration in the Age-Related Eye Disease Study (AREDS) using deep feature extraction and survival analysis

Tiarnan D L Keenan; Yifan Peng; Qingyu Chen; Elvira Agron; Wai T Wong; Zhiyong Lu; Emily Y Chew

Invest. Ophthalmol. Vis. Sci.. 2019; 60(9):1491. doi:

ARVO Annual Meeting Abstract July 2018

Discovering drug and retinal disease association patterns from electronic medical records: a text mining approach

Shazia Dharssi; Yifan Peng; Robert Leaman; Emily Y. Chew; Zhiyong Lu

Invest. Ophthalmol. Vis. Sci.. 2018; 59(9):4149. doi:

ARVO Annual Meeting Abstract June 2017

Deep Phenotype Association Study in AREDS2 Suggests Pleiotropic Genetic Associations with Ocular and Systemic Disease

Tiarnan D Keenan; Michael Simmons; Freekje Van Asten; Ayush Singhal; Rinki Ratnapriya; Elvira Agron; Anand Swaroop; Zhiyong Lu; Emily Chew

Invest. Ophthalmol. Vis. Sci.. 2017; 58(8):177. doi:

ARVO Annual Meeting Abstract June 2017

A Deep Phenotype Association Study (DeePAS) in AREDS2 reveals specific phenotype associations with AMD-related genetic variants

Freekje Van Asten; Michael Simmons; Ayush Singhal; Rinki Ratnapriya; Elvira Agron; Anand Swaroop; Zhiyong Lu; Emily Chew

Invest. Ophthalmol. Vis. Sci.. 2017; 58(8):2984. doi:

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