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Detecting hidden signs of diabetes in external eye photographs



Boris Babenko , Akinori Mitani , Ilana Traynis , Naho Kitade , Preeti Singh , April Maa , Jorge Cuadros , Greg S. Corrado , Lily Peng , Dale R. Webster , Avinash Varadarajan , Naama Hammel , Yun Liu


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Improving Medical Annotation Quality to Decrease Labeling Burden Using Stratified Noisy Cross-Validation



Joy Hsu , Sonia Phene , Akinori Mitani , Jieying Luo , Naama Hammel , Jonathan Krause , Rory Sayres

* ACM Conference on Health, Inference, and Learning, April 02-04, 2020, Toronto, Canada 

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Predicting Risk of Developing Diabetic Retinopathy using Deep Learning



Ashish Bora , Siva Balasubramanian , Boris Babenko , Sunny Virmani , Subhashini Venugopalan , Akinori Mitani , Guilherme de Oliveira Marinho , Jorge Cuadros , Paisan Ruamviboonsuk , Greg S Corrado , Lily Peng , Dale R Webster , Avinash V Varadarajan , Naama Hammel , Yun Liu , Pinal Bavishi


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Detecting Anemia from Retinal Fundus Images



Akinori Mitani , Yun Liu , Abigail Huang , Greg S. Corrado , Lily Peng , Dale R. Webster , Naama Hammel , Avinash V. Varadarajan

* 31 pages, 5 figures, 3 tables 

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Predicting Progression of Age-related Macular Degeneration from Fundus Images using Deep Learning



Boris Babenko , Siva Balasubramanian , Katy E. Blumer , Greg S. Corrado , Lily Peng , Dale R. Webster , Naama Hammel , Avinash V. Varadarajan

* 27 pages, 7 figures 

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Deep Learning to Assess Glaucoma Risk and Associated Features in Fundus Images



Sonia Phene , R. Carter Dunn , Naama Hammel , Yun Liu , Jonathan Krause , Naho Kitade , Mike Schaekermann , Rory Sayres , Derek J. Wu , Ashish Bora , Christopher Semturs , Anita Misra , Abigail E. Huang , Arielle Spitze , Felipe A. Medeiros , April Y. Maa , Monica Gandhi , Greg S. Corrado , Lily Peng , Dale R. Webster


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