Robust and data-efficient generalization of self-supervised machine learning for diagnostic imaging

Shekoofeh Azizi(Google (Canada)), Vivek Natarajan(Google DeepMind (United Kingdom)), Fiona Ryan(Georgia Institute of Technology), Justin D. Krogue(Google (United States)), Jim Winkens(Google (United States)), David J. Fleet(Google (United States)), Zach Beaver(Google (United States)), Po-Hsuan Cameron Chen(Google (United States)), Simon Kornblith(Google (United States)), Boris Babenko(Google (United States)), Nenad Tomašev(Google DeepMind (United Kingdom)), Dale R. Webster(Google (United States)), S. Sara Mahdavi(Google (United States)), Patricia H. Strachan(Google (United States)), Jovana Mitrović(Google DeepMind (United Kingdom)), Neil Houlsby(Google (United States)), Greg S. Corrado(Google (United States)), Scott Mayer McKinney(Google (United States)), Basil Mustafa(Google (United States)), Jan Freyberg(Google (United States)), Ellery Wulczyn(Google (United States)), Yun Liu(Google (United States)), Sebastien Baur(Google (United States)), Umesh Telang(Google (United States)), Mozziyar Etemadi(Northwestern Medicine), Ting Chen(Google (United States)), Abhijit Guha Roy(Google (United States)), Aaron Loh(Google (United States)), Mohammad Norouzi(Qazvin Islamic Azad University), Geoffrey E. Hinton(University of Toronto), Lily Peng(Google (United States)), Laura Culp(Google (United States)), Yuan Liu(Northwest A&F University), Alan Karthikesalingam(Google (United States)), Megan Walker(Google (United States)), Pinal Bavishi(Google (United States))

Nature Biomedical Engineering

June 8, 2023

Cited by 228

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