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Scientific Discovery by Generating Counterfactuals using Image Translation



Arunachalam Narayanaswamy , Subhashini Venugopalan , Dale R. Webster , Lily Peng , Greg Corrado , Paisan Ruamviboonsuk , Pinal Bavishi , Michael Brenner , Philip Nelson , Avinash V. Varadarajan

* MICCAI 2020 
* Accepted at MICCAI 2020. This version combines camera-ready and supplement 

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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 for predicting refractive error from retinal fundus images



Avinash V. Varadarajan , Ryan Poplin , Katy Blumer , Christof Angermueller , Joe Ledsam , Reena Chopra , Pearse A. Keane , Greg S. Corrado , Lily Peng , Dale R. Webster


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