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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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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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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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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American Academy of Ophthalmology Intelligent Research in Sight (IRIS®) Registry and the IRIS Registry Analytic Center Consortium by Cecilia S. Lee, MD, MS, Marian Blazes, MD, Alice Lorch, MD, MPH, Suzann Pershing, MD, MS, Leslie Hyman, PhD, Allen C. Ho, MD, FACS, Julia Haller, MD, Joan W. Miller, MD, Emily Y. Chew, MD, Flora Lum, MD, Aaron Y. Lee, MD, MSCI

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Macular Telangiectasia Type 2 by Emily Y. Chew, MD, Tunde Peto, MD, PhD, Traci E. Clemons, PhD, Ferenc B. Sallo, MD, PhD, Daniel Pauleikhoff, MD, PhD, Irene Leung, BA, Glenn J. Jaffe, MD, Tjebo F.C. Heeren, MD, Catherine A. Egan, MD, Peter Charbel Issa, MD, PhD, Konstantinos Balaskas, MD, Frank G. Holz, MD, Alain Gaudric, MD, Alan C. Bird, MD, Martin Friedlander, MD, PhD

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Machine Learning OCT Predictors of Progression from Intermediate Age-Related Macular Degeneration to Geographic Atrophy and Vision Loss by Eleonora M. Lad, MD, PhD, Karim Sleiman, MD, David L. Banks, PhD, Sanjay Hariharan, MS, Traci Clemons, PhD, Rolf Herrmann, PhD, Daniyar Dauletbekov, MD, PhD, Andrea Giani, MD, Victor Chong, MD, MBA, Emily Y. Chew, MD, Cynthia A. Toth, MD, Cynthia A. Toth, Wai Wong, Thomas Huang, G. Baker Hubbard, Sunil Srivastava, Michelle McCall, Katrina Winter, Neeru Sarin, Katherine Hall, Patti McCollum, Linda Curtis, Stefanie Schuman, Stephanie J. Chiu, Sina Farsiu, Vincent Tai, Traci Clemons, Emily Chew

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