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Robust and Efficient Medical Imaging with Self-Supervision



Shekoofeh Azizi , Laura Culp , Jan Freyberg , Basil Mustafa , Sebastien Baur , Simon Kornblith , Ting Chen , Patricia MacWilliams , S. Sara Mahdavi , Ellery Wulczyn , Boris Babenko , Megan Wilson , Aaron Loh , Po-Hsuan Cameron Chen , Yuan Liu , Pinal Bavishi , Scott Mayer McKinney , Jim Winkens , Abhijit Guha Roy , Zach Beaver , Fiona Ryan , Justin Krogue , Mozziyar Etemadi , Umesh Telang , Yun Liu , Lily Peng , Greg S. Corrado , Dale R. Webster , David Fleet , Geoffrey Hinton , Neil Houlsby , Alan Karthikesalingam , Mohammad Norouzi , Vivek Natarajan


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A multi-stage machine learning model on diagnosis of esophageal manometry



Wenjun Kou , Dustin A. Carlson , Alexandra J. Baumann , Erica N. Donnan , Jacob M. Schauer , Mozziyar Etemadi , John E. Pandolfino


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Deep Learning for Distinguishing Normal versus Abnormal Chest Radiographs and Generalization to Unseen Diseases



Zaid Nabulsi , Andrew Sellergren , Shahar Jamshy , Charles Lau , Eddie Santos , Atilla P. Kiraly , Wenxing Ye , Jie Yang , Sahar Kazemzadeh , Jin Yu , Raju Kalidindi , Mozziyar Etemadi , Florencia Garcia Vicente , David Melnick , Greg S. Corrado , Lily Peng , Krish Eswaran , Daniel Tse , Neeral Beladia , Yun Liu , Po-Hsuan Cameron Chen , Shravya Shetty


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