Get our free extension to see links to code for papers anywhere online!

Chrome logo  Add to Chrome

Firefox logo Add to Firefox

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


   Access Paper or Ask Questions

Predicting Prostate Cancer-Specific Mortality with A.I.-based Gleason Grading



Ellery Wulczyn , Kunal Nagpal , Matthew Symonds , Melissa Moran , Markus Plass , Robert Reihs , Farah Nader , Fraser Tan , Yuannan Cai , Trissia Brown , Isabelle Flament-Auvigne , Mahul B. Amin , Martin C. Stumpe , Heimo Muller , Peter Regitnig , Andreas Holzinger , Greg S. Corrado , Lily H. Peng , Po-Hsuan Cameron Chen , David F. Steiner , Kurt Zatloukal , Yun Liu , Craig H. Mermel


   Access Paper or Ask Questions

Interpretable Survival Prediction for Colorectal Cancer using Deep Learning



Ellery Wulczyn , David F. Steiner , Melissa Moran , Markus Plass , Robert Reihs , Fraser Tan , Isabelle Flament-Auvigne , Trissia Brown , Peter Regitnig , Po-Hsuan Cameron Chen , Narayan Hegde , Apaar Sadhwani , Robert MacDonald , Benny Ayalew , Greg S. Corrado , Lily H. Peng , Daniel Tse , Heimo Müller , Zhaoyang Xu , Yun Liu , Martin C. Stumpe , Kurt Zatloukal , Craig H. Mermel


   Access Paper or Ask Questions

Deep learning-based survival prediction for multiple cancer types using histopathology images



Ellery Wulczyn , David F. Steiner , Zhaoyang Xu , Apaar Sadhwani , Hongwu Wang , Isabelle Flament , Craig H. Mermel , Po-Hsuan Cameron Chen , Yun Liu , Martin C. Stumpe


   Access Paper or Ask Questions

Development and Validation of a Deep Learning Algorithm for Improving Gleason Scoring of Prostate Cancer



Kunal Nagpal , Davis Foote , Yun Liu , Po-Hsuan , Chen , Ellery Wulczyn , Fraser Tan , Niels Olson , Jenny L. Smith , Arash Mohtashamian , James H. Wren , Greg S. Corrado , Robert MacDonald , Lily H. Peng , Mahul B. Amin , Andrew J. Evans , Ankur R. Sangoi , Craig H. Mermel , Jason D. Hipp , Martin C. Stumpe


   Access Paper or Ask Questions

Ex Machina: Personal Attacks Seen at Scale



Ellery Wulczyn , Nithum Thain , Lucas Dixon


   Access Paper or Ask Questions