Why Ophthalmology Science? by Emily Y. Chew, MD

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Publication of Datasets, a Step toward Advancing Data Science by Emily Y. Chew, MD

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Identifying Those at Risk of Glaucoma: A Deep Learning Approach for Optic Disc and Cup Segmentation and Their Boundary Analysis by Jongwoo Kim, Loc Tran, Tunde Peto, Emily Y. Chew

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Adverse COVID-19 outcomes in American Veterans with age-related macular degeneration: a case–control study by Emily Y Chew, Karen R Armbrust, Anders Westanmo, Amy Gravely, Frederik J van Kuijk

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Modeling Photo-Bleaching Kinetics to Create High Resolution Maps of Rod Rhodopsin in the Human Retina. by Martin Ehler, Julia Dobrosotskaya, Denise Cunningham, Wai T Wong, Emily Y Chew, Wojtek Czaja, Robert F Bonner

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Predicting risk of late age-related macular degeneration using deep learning by Yifan Peng, Tiarnan D. Keenan, Qingyu Chen, Elvira Agrón, Alexis Allot, Wai T. Wong, Emily Y. Chew, Zhiyong Lu

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Two cases of severe Purtscher-like retinopathy demonstrating recurrence and progression to neovascularization and vitreous hemorrhage by Debora H. Lee, Christopher K. Hwang, Catherine A. Cukras, Henry E. Wiley, Farhan F. Malik, Emily Y. Chew, Tiarnan D. Keenan

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Quantification of Human Photoreceptor–Retinal Pigment Epithelium Macular Topography with Adaptive Optics–Optical Coherence Tomography by Zhuolin Liu, Samira Aghayee, Somayyeh Soltanian-Zadeh, Katherine Kovalick, Anant Agrawal, Osamah Saeedi, Catherine Cukras, Emily Y. Chew, Sina Farsiu, Daniel X. Hammer

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DNA sequence variants in PPARGC1A, a gene encoding a coactivator of the ω-3 LCPUFA sensing PPAR-RXR transcription complex, are associated with NV AMD and AMD-associated loci in gen... by John Paul SanGiovanni, Jing Chen, Przemyslaw Sapieha, Christopher M Aderman, Andreas Stahl, Traci E Clemons, Emily Y Chew, Lois E H Smith

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Deep Learning-Based Automatic Detection of Ellipsoid Zone Loss in Spectral-Domain OCT for Hydroxychloroquine Retinal Toxicity Screening by Tharindu De Silva, PhD, Gopal Jayakar, BS, Peyton Grisso, BS, Nathan Hotaling, PhD, Emily Y. Chew, MD, Catherine A. Cukras, MD, PhD

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OCT Intensity of the Region between Outer Retina Band 2 and Band 3 as a Biomarker for Retinal Degeneration and Therapy by Yong Zeng, Shasha Gao, Yichao Li, Dario Marangoni, Tharindu De Silva, Wai T. Wong, Emily Y. Chew, Xun Sun, Tiansen Li, Paul A. Sieving, Haohua Qian

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Author Correction: Harnessing the power of longitudinal medical imaging for eye disease prognosis using Transformer-based sequence modeling by Gregory Holste, Mingquan Lin, Ruiwen Zhou, Fei Wang, Lei Liu, Qi Yan, Sarah H. Van Tassel, Kyle Kovacs, Emily Y. Chew, Zhiyong Lu, Zhangyang Wang, Yifan Peng

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Harnessing the power of longitudinal medical imaging for eye disease prognosis using Transformer-based sequence modeling by Gregory Holste, Mingquan Lin, Ruiwen Zhou, Fei Wang, Lei Liu, Qi Yan, Sarah H. Van Tassel, Kyle Kovacs, Emily Y. Chew, Zhiyong Lu, Zhangyang Wang, Yifan Peng

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Association of Environmental Factors with Age-Related Macular Degeneration using the Intelligent Research in Sight Registry by Matthew S. Hunt, BS, Yewlin E. Chee, MD, Steven S. Saraf, MD, Emily Y. Chew, MD, Cecilia S. Lee, MD, MS, Aaron Y. Lee, MD, MSCI, Michael B. Manookin, PhD

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Clinical and genetic factors associated with progression of geographic atrophy lesions in age-related macular degeneration. by Felix Grassmann, Monika Fleckenstein, Emily Y Chew, Tobias Strunz, Steffen Schmitz-Valckenberg, Arno P Göbel, Michael L Klein, Rinki Ratnapriya, Anand Swaroop, Frank G Holz, Bernhard H F Weber

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A deep network DeepOpacityNet for detection of cataracts from color fundus photographs by Amr Elsawy, Tiarnan D. L. Keenan, Qingyu Chen, Alisa T. Thavikulwat, Sanjeeb Bhandari, Ten Cheer Quek, Jocelyn Hui Lin Goh, Yih-Chung Tham, Ching-Yu Cheng, Emily Y. Chew, Zhiyong Lu

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Deep-GA-Net for Accurate and Explainable Detection of Geographic Atrophy on OCT Scans by Amr Elsawy, PhD, Tiarnan D.L. Keenan, BM BCh, PhD, Qingyu Chen, PhD, Xioashuang Shi, PhD, Alisa T. Thavikulwat, MD, Sanjeeb Bhandari, MD, PhD, Emily Y. Chew, MD, Zhiyong Lu, PhD

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Improving Interpretability in Machine Diagnosis by Xiaoshuang Shi, PhD, Tiarnan D.L. Keenan, MD, Qingyu Chen, PhD, Tharindu De Silva, PhD, Alisa T. Thavikulwat, MD, Geoffrey Broadhead, MD, Sanjeeb Bhandari, MD, Catherine Cukras, MD, Emily Y. Chew, MD, Zhiyong Lu, PhD

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Deep-Reticular Pseudodrusen-Net: A 3-Dimensional Deep Network for Detection of Reticular Pseudodrusen on OCT Scans by Amr Elsawy, PhD, Tiarnan D.L. Keenan, PhD, MD, Alisa T. Thavikulwat, MD, Amy Lu, MD, Sunil Bellur, MD, Souvick Mukherjee, PhD, Elvira Agron, MS, Qingyu Chen, PhD, Emily Y. Chew, MD, Zhiyong Lu, PhD

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Strong versus Weak Data Labeling for Artificial Intelligence Algorithms in the Measurement of Geographic Atrophy by Amitha Domalpally, MD, PhD, Robert Slater, PhD, Rachel E. Linderman, PhD, Rohit Balaji, Jacob Bogost, Rick Voland, PhD, Jeong Pak, PhD, Barbara A. Blodi, MD, Roomasa Channa, MD, Donald Fong, MD, Emily Y. Chew, MD

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