Deep Learning Approaches Predict Glaucomatous Visual Field Damage from OCT Optic Nerve Head En Face Images and Retinal Nerve Fiber Layer Thickness Maps von Christopher, Mark, Bowd, Christopher, Belghith, Akram, Goldbaum, Michael H., Weinreb, Robert N., Fazio, Massimo A., Girkin, Christopher A., Liebmann, Jeffrey M., Zangwill, Linda M.

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Performance of Deep Learning Architectures and Transfer Learning for Detecting Glaucomatous Optic Neuropathy in Fundus Photographs von Christopher, Mark, Belghith, Akram, Bowd, Christopher, Proudfoot, James A., Goldbaum, Michael H., Weinreb, Robert N., Girkin, Christopher A., Liebmann, Jeffrey M., Zangwill, Linda M.

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Loss of polycomb repressive complex 1 activity and chromosomal instability drive uveal melanoma progression von Bakhoum, Mathieu F., Francis, Jasmine H., Agustinus, Albert, Earlie, Ethan M., Di Bona, Melody, Abramson, David H., Duran, Mercedes, Masilionis, Ignas, Molina, Elsa, Shoushtari, Alexander N., Goldbaum, Michael H., Mischel, Paul S., Bakhoum, Samuel F., Laughney, Ashley M.

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Glaucomatous patterns in Frequency Doubling Technology (FDT) perimetry data identified by unsupervised machine learning classifiers von Bowd, Christopher, Weinreb, Robert N, Balasubramanian, Madhusudhanan, Lee, Intae, Jang, Giljin, Yousefi, Siamak, Zangwill, Linda M, Medeiros, Felipe A, Girkin, Christopher A, Liebmann, Jeffrey M, Goldbaum, Michael H

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Retinal Ischemic Perivascular Lesions in Individuals With Atrial Fibrillation von Bakhoum, Christine Y, Madala, Samantha, Lando, Leonardo, Yarmohammadi, Adeleh, Long, Christopher P, Miguez, Sofia, Chan, Alison X, Singer, Maxwell, Jin, Andrew, Steren, Ben J, Adabifirouzjaei, Fatemeh, Goldbaum, Michael H, DeMaria, Anthony N, Sarraf, David, Bakhoum, Mathieu F

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Retinal Ischemic Perivascular Lesions Are Associated With Stroke in Individuals With Atrial Fibrillation von Bakhoum, Christine Y, Au, Adrian, Bousquet, Elodie, Matesva, Mitchelle, Singer, Maxwell B, Jayaraj, Christina, Romero-Morales, Veronica A, Somisetty, Swathi, Santina, Ahmad, Bajar, Bryce, DeMaria, Anthony N, Goldbaum, Michael H, Meadows, Judith, Spatz, Erica S, Sarraf, David, Bakhoum, Mathieu F

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BAP1 methylation: a prognostic marker of uveal melanoma metastasis von Bakhoum, Mathieu F., Curtis, Ellis J., Goldbaum, Michael H., Mischel, Paul S.

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Clinical Outcomes Comparison of Combined Small Incision Lenticule Extraction with Collagen Cross-Linking Versus Small Incision Lenticule Extraction Only von Chabib, Ayoub, Mammone, Massimo, Fantozzi, Chiara, Lian, Rebecca R., Afshari, Natalie A., Goldbaum, Michael H., Fantozzi, Marco

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Effects of Study Population, Labeling and Training on Glaucoma Detection Using Deep Learning Algorithms von Christopher, Mark, Nakahara, Kenichi, Bowd, Christopher, Proudfoot, James A, Belghith, Akram, Goldbaum, Michael H, Rezapour, Jasmin, Weinreb, Robert N, Fazio, Massimo A, Girkin, Christopher A, Liebmann, Jeffrey M, De Moraes, Gustavo, Murata, Hiroshi, Tokumo, Kana, Shibata, Naoto, Fujino, Yuri, Matsuura, Masato, Kiuchi, Yoshiaki, Tanito, Masaki, Asaoka, Ryo, Zangwill, Linda M

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Proactive Decision Support for Glaucoma Treatment: Predicting Surgical Interventions with Clinically Available Data von Christopher, Mark, Gonzalez, Ruben, Huynh, Justin, Walker, Evan, Radha Saseendrakumar, Bharanidharan, Bowd, Christopher, Belghith, Akram, Goldbaum, Michael H, Fazio, Massimo A, Girkin, Christopher A, De Moraes, Carlos Gustavo, Liebmann, Jeffrey M, Weinreb, Robert N, Baxter, Sally L, Zangwill, Linda M

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Prevalence of subclinical retinal ischemia in patients with cardiovascular disease – a hypothesis driven study von Long, Christopher P., Chan, Alison X., Bakhoum, Christine Y., Toomey, Christopher B., Madala, Samantha, Garg, Anupam K., Freeman, William R, Goldbaum, Michael H., DeMaria, Anthony N., Bakhoum, Mathieu F.

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Retinal Nerve Fiber Layer Features Identified by Unsupervised Machine Learning on Optical Coherence Tomography Scans Predict Glaucoma Progression von Christopher, Mark, Belghith, Akram, Weinreb, Robert N, Bowd, Christopher, Goldbaum, Michael H, Saunders, Luke J, Medeiros, Felipe A, Zangwill, Linda M

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Deep Learning Image Analysis of Optical Coherence Tomography Angiography Measured Vessel Density Improves Classification of Healthy and Glaucoma Eyes von Bowd, Christopher, Belghith, Akram, Zangwill, Linda M., Christopher, Mark, Goldbaum, Michael H., Fan, Rui, Rezapour, Jasmin, Moghimi, Sasan, Kamalipour, Alireza, Hou, Huiyuan, Weinreb, Robert N.

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GNAQ and PMS1 Mutations Associated with Uveal Melanoma, Ocular Surface Melanosis, and Nevus of Ota von Toomey, Christopher B., Fraser, Kyle, Thorson, John A., Goldbaum, Michael H., Lin, Jonathan H.

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Gradient-Boosting Classifiers Combining Vessel Density and Tissue Thickness Measurements for Classifying Early to Moderate Glaucoma von Bowd, Christopher, Belghith, Akram, Proudfoot, James A., Zangwill, Linda M., Christopher, Mark, Goldbaum, Michael H., Hou, Huiyuan, Penteado, Rafaella C., Moghimi, Sasan, Weinreb, Robert N.

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Defining Extent of Diffuse Choroidal Melanoma with Indocyanine Green Angiography von Bakhoum, Mathieu F., Knight, Darren K., Goldbaum, Michael H.

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Deep Learning Estimation of 10-2 and 24-2 Visual Field Metrics Based on Thickness Maps from Macula OCT von Christopher, Mark, Bowd, Christopher, Proudfoot, James A., Belghith, Akram, Goldbaum, Michael H., Rezapour, Jasmin, Fazio, Massimo A., Girkin, Christopher A., De Moraes, Gustavo, Liebmann, Jeffrey M., Weinreb, Robert N., Zangwill, Linda M.

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Ophthalmic manifestations of tuberous sclerosis: a review von Hodgson, Nickisa, Kinori, Michael, Goldbaum, Michael H, Robbins, Shira L

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Retinal vein occlusion is associated with stroke independent of underlying cardiovascular disease von Bakhoum, Christine Y., Madala, Samantha, Long, Christopher K., Adabifirouzjaei, Fatemeh, Freeman, William R., Goldbaum, Michael H., DeMaria, Anthony N., Bakhoum, Mathieu F.

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Detecting Glaucoma in the Ocular Hypertension Study Using Deep Learning von Fan, Rui, Bowd, Christopher, Christopher, Mark, Brye, Nicole, Proudfoot, James A, Rezapour, Jasmin, Belghith, Akram, Goldbaum, Michael H, Chuter, Benton, Girkin, Christopher A, Fazio, Massimo A, Liebmann, Jeffrey M, Weinreb, Robert N, Gordon, Mae O, Kass, Michael A, Kriegman, David, Zangwill, Linda M

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