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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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Predicting optical coherence tomography-derived diabetic macular edema grades from fundus photographs using deep learning



Avinash Varadarajan , Pinal Bavishi , Paisan Raumviboonsuk , Peranut Chotcomwongse , Subhashini Venugopalan , Arunachalam Narayanaswamy , Jorge Cuadros , Kuniyoshi Kanai , George Bresnick , Mongkol Tadarati , Sukhum Silpa-archa , Jirawut Limwattanayingyong , Variya Nganthavee , Joe Ledsam , Pearse A Keane , Greg S Corrado , Lily Peng , Dale R Webster


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Deep Learning vs. Human Graders for Classifying Severity Levels of Diabetic Retinopathy in a Real-World Nationwide Screening Program



Paisan Raumviboonsuk , Jonathan Krause , Peranut Chotcomwongse , Rory Sayres , Rajiv Raman , Kasumi Widner , Bilson J L Campana , Sonia Phene , Kornwipa Hemarat , Mongkol Tadarati , Sukhum Silpa-Acha , Jirawut Limwattanayingyong , Chetan Rao , Oscar Kuruvilla , Jesse Jung , Jeffrey Tan , Surapong Orprayoon , Chawawat Kangwanwongpaisan , Ramase Sukulmalpaiboon , Chainarong Luengchaichawang , Jitumporn Fuangkaew , Pipat Kongsap , Lamyong Chualinpha , Sarawuth Saree , Srirat Kawinpanitan , Korntip Mitvongsa , Siriporn Lawanasakol , Chaiyasit Thepchatri , Lalita Wongpichedchai , Greg S Corrado , Lily Peng , Dale R Webster


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